diff --git a/.github/workflows/delete-preview.yml b/.github/workflows/delete-preview.yml index 42b05abe..e4a18a18 100644 --- a/.github/workflows/delete-preview.yml +++ b/.github/workflows/delete-preview.yml @@ -6,10 +6,10 @@ on: jobs: Delete-Preview-Branch: - if: ${{ github.repository_owner == 'opensciencegrid' }} + if: ${{ github.repository_owner == 'osg-htc' }} runs-on: ubuntu-18.04 env: - preview_url: https://github.com/opensciencegrid/web-preview.git + preview_url: https://github.com/osg-htc/web-preview.git steps: - uses: actions/checkout@v2 diff --git a/.github/workflows/deploy-preview.yml b/.github/workflows/deploy-preview.yml index 2c532f5c..9dd3337f 100644 --- a/.github/workflows/deploy-preview.yml +++ b/.github/workflows/deploy-preview.yml @@ -6,10 +6,10 @@ on: jobs: Deploy-Web-Preview: - if: ${{ github.repository_owner == 'opensciencegrid' }} + if: ${{ github.repository_owner == 'osg-htc' }} runs-on: ubuntu-18.04 env: - preview_url: https://github.com/opensciencegrid/web-preview.git + preview_url: https://github.com/osg-htc/web-preview.git steps: - uses: actions/checkout@v2 with: diff --git a/.github/workflows/deploy-production-osg-htc.yml b/.github/workflows/deploy-production-opensciencegrid.yml similarity index 74% rename from .github/workflows/deploy-production-osg-htc.yml rename to .github/workflows/deploy-production-opensciencegrid.yml index 66fadc6a..1adf0988 100644 --- a/.github/workflows/deploy-production-osg-htc.yml +++ b/.github/workflows/deploy-production-opensciencegrid.yml @@ -9,12 +9,12 @@ on: jobs: Build-And-Deploy-Production: - if: ${{ github.repository_owner == 'opensciencegrid' }} + if: ${{ github.repository_owner == 'osg-htc' }} runs-on: ubuntu-18.04 env: - CNAME: osg-htc.org - production_url: https://github.com/opensciencegrid/osg-htc.git - OVERRIDE_CONFIG: _config_osg-htc_org.yml + CNAME: opensciencegrid.org + production_url: https://github.com/opensciencegrid/opensciencegrid.github.io + OVERRIDE_CONFIG: _config_opensciencegrid_org.yml steps: - uses: actions/checkout@v2 @@ -24,11 +24,11 @@ jobs: - name: Setup SSH Keys and known_hosts uses: webfactory/ssh-agent@v0.5.3 with: - ssh-private-key: ${{ secrets.OSG_HTC_DEPLOY_KEY }} + ssh-private-key: ${{ secrets.OPENSCIENCEGRID_ORG_DEPLOY_KEY }} - name: Initialize GH User run: | - git config user.name "GitHub Actions" + git config user.name "GitHub Actions " git config user.email "actions@github.com" - uses: ruby/setup-ruby@v1 @@ -50,4 +50,4 @@ jobs: git checkout -b split-branch `git subtree split --prefix _site master` # Push to Production - git push ${{ env.production_url }} HEAD:main --force + git push ${{ env.production_url }} HEAD:from-osg-htc --force diff --git a/.github/workflows/deploy-production-same-repo.yml b/.github/workflows/deploy-production-same-repo.yml index 6f4c0075..ce632437 100644 --- a/.github/workflows/deploy-production-same-repo.yml +++ b/.github/workflows/deploy-production-same-repo.yml @@ -9,10 +9,10 @@ on: jobs: Build-And-Deploy-Production: - if: ${{ github.repository_owner == 'opensciencegrid' }} + if: ${{ github.repository_owner == 'osg-htc' }} runs-on: ubuntu-18.04 env: - CNAME: opensciencegrid.org + CNAME: osg-htc.org OVERRIDE_CONFIG: _config_opensciencegrid_org.yml steps: diff --git a/.github/workflows/test-links.yml b/.github/workflows/test-links.yml index 40848a43..d51d8855 100644 --- a/.github/workflows/test-links.yml +++ b/.github/workflows/test-links.yml @@ -8,5 +8,5 @@ jobs: steps: - uses: CannonLock/test_links@master with: - url_ignore: "/https://doi.org/10.1007/978-3-030-50743-5_2/,/https://pace.gatech.edu//,/https://www.amnh.org/research/computational-sciences/,/https://www.to.infn.it//,/https://www.amnh.org//,/https://doi.org/10.1007/s10822-013-9672-4/,/https://tbg.senckenberg.de//,/https://www.amnh.org/research/staff-directory/ariadna-morales/" + url_ignore: "/https://pacificresearchplatform.org//,/https://www.olcf.ornl.gov/summit//,/https://www.hpcwire.com/2019/11/22/51000-cloud-gpus-converge-to-power-neutrino-discovery-at-the-south-pole//,/https://docs.google.com/forms/d/1wUu3czRT_0Ask6rDW79QqrkQzyzR8ksyNM6uqWTOYXc//viewform/,/https://doi.org/10.1007/978-3-030-50743-5_2/,/https://pace.gatech.edu//,/https://www.amnh.org/research/computational-sciences/,/https://www.to.infn.it//,/https://www.amnh.org//,/https://doi.org/10.1007/s10822-013-9672-4/,/https://tbg.senckenberg.de//,/https://www.amnh.org/research/staff-directory/ariadna-morales/" file_ignore: "/./about/organization/index.html/" diff --git a/.github/workflows/update-submodules.yml b/.github/workflows/update-submodules.yml new file mode 100644 index 00000000..01baf6f2 --- /dev/null +++ b/.github/workflows/update-submodules.yml @@ -0,0 +1,19 @@ +name: Update Submodules +on: workflow_dispatch + +jobs: + Update-Submodules: + + steps: + - uses: actions/checkout@v2 + with: + submodules: 'recursive' + + - name: + run: | + git config user.name "GitHub Actions" + git config user.email "actions@github.com" + git submodule update --remote --merge + git add . + git commit -m "Update Submodules" + git push diff --git a/.gitmodules b/.gitmodules index fc27b3f3..73092835 100644 --- a/.gitmodules +++ b/.gitmodules @@ -1,4 +1,3 @@ [submodule "_spotlights"] path = _spotlights url = https://github.com/CHTC/Articles.git - diff --git a/404.md b/404.md index 78db29bc..1a6e226d 100644 --- a/404.md +++ b/404.md @@ -1,11 +1,9 @@ --- -layout: container -title: 404 Not Found +layout: title-main-container +title: 404 Page Not Found permalink: /404.html --- -# 404 Page Not Found - The page you were looking for was not found. If you believe this was in error, please contact diff --git a/_about/computation-ideal-for-OSPool.md b/_about/computation-ideal-for-OSPool.md index b986c5fc..f6647d47 100644 --- a/_about/computation-ideal-for-OSPool.md +++ b/_about/computation-ideal-for-OSPool.md @@ -1,99 +1,20 @@ --- -title: Computation on the OSPool +layout: blank +redirect_url: "/about/open_science_pool" --- -
- Open Science Pool Users -
-## What size of computations are ideal for the OSPool? - -> For problems that can be run as many independent jobs, as in the first two columns of the table below, the OSPool provides computing capacity that can transform the types of questions that researchers are able to tackle. Importantly, many compute tasks that may appear to not be a good fit can be modified in simple ways to take advantage, and we'd love to discuss options with you! - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
Ideal Jobs!Still very advantageousMaybe not, but get in touch!
Expected Throughput, per user1000s concurrent cores100s concurrent coresLet's discuss!
CPU1< 8> 8 (or MPI)
Walltime< 10 hrs*< 20 hrs*> 20 hrs
RAM< few GB< 40 GB> 40 GB
Input< 500 MB< 10 GB> 10 GB**
Output< 1 GB< 10 GB> 10 GB**
Softwarepre-compiled binaries, containersMost other than ->Licensed Software, non-Linux
- -or checkpointable *per job; you can work with a large dataset on OSG if it can be split into pieces - -## Some examples of work that has been a good fit for the OSG and benefited from using its resources include - -- image analysis (including MRI, GIS, etc.) -- text-based analysis, including DNA read mapping and other bioinformatics -- parameter sweeps -- Monte Carlo methods and other model optimization - -[Learn more and chat with a Research Computing Facilitator](https://connect.osg-htc.org/) by requesting an account. - -## Running jobs on the OSPool - -> Users submitting jobs can specify their own requirements on what machines to use. You can require the use of one particular machine, or any from a particular cluster, or any with a certain amount of memory or processor type. - -> We recommend submitting lots of jobs and taking advantage of all the idle cycles, wherever they may be. If you are doing simulation work, don't submit one simulation, submit one hundred or one thousand variations at once. We cannot guarantee that any single job will finish quickly, but it will allow you to accomplish more overall work than if you used just your own machines. - -## Where do I go if I need help or have questions? - -> We have complete knowledge base materials here and an active and supportive facilitation team. - -## What about Campuses that want to Support Researchers and dHTC locally? - -> Campuses can - -- Build ‘Local’ dHTC capacity with HTCondor, which provides service orchestration services -- Share local resources and excess capacity via OSG -- Take advantage of dHTC and dHTC Facilitation training -- Provide Local submission points into OSPools -- These Services are all Free and Open with Facilitation for Campuses - -> Most campuses prefer the hosted Compute Entry (CE) option wherein the OSG team will host and operate the HTCondor Compute Entrypoint, and configure it for the communities the campus chooses to support. - -> Other campuses choose to set up their compute entry point locally and use an OSG hosted Compute CE that provides the entry point for resource requests coming from the OSG; it handles authorization and delegation of resource requests to campus’ existing HPC/HTC cluster. + + +
+
+
+ OSG Logo +
+
+ Click Here to be Redirected to Office Hours! +
+
+
diff --git a/_about/open_science_pool.md b/_about/open_science_pool.md index fa45fb38..6707fbab 100644 --- a/_about/open_science_pool.md +++ b/_about/open_science_pool.md @@ -6,32 +6,115 @@ title: Open Science Pool Open Science Pool on the OSG -## What is the Open Science Pool? +# What is the Open Science Pool? -> The Open Science Pool (OSPool) is a virtual cluster operated by the OSG, with shared computing and data resources using distributed high-throughput computing (dHTC). The pool aggregates computing resources contributed by clusters across and beyond the US, making them usable by the US-based open science community, from individual researchers and research groups at campuses, to multi-institutional collaborations with a US constituency. +The Open Science Pool (OSPool) is a virtual cluster operated by the OSG, +with shared computing and data resources via distributed high-throughput +computing (dHTC) technologies. The pool aggregates mostly opportunistic +(“backfill”) computing resources from contributing clusters at campuses +and other organizations, making them available to the US-based open science +community. -Researchers can submit computational work to the OSPool via access points operated locally to their campuses, or via access points operated as part of the [OSG Connect](https://connect.osg-htc.org/) service, which serves researchers affiliated with projects at US-based academic, non-profit, and government institutions. +Researchers can submit computational work to the OSPool via access points +operated locally to their campuses, or via access points operated as part +of the [OSG Connect](https://connect.osg-htc.org/) service, which serves researchers affiliated with +projects at US-based academic, non-profit, and government institutions. +Sign up for an account on [OSG Connect](https://connect.osg-htc.org/), today! ## Who can use the OSPool? -> Access is free and open to +**Access is free and open to** +- any researcher affiliated with a project at a US-based academic, government, or non-profit institution (via the OSG Connect service). +- any researcher affiliated with such an institution or project with its own access point. +- all areas of research including social sciences, humanities, life sciences, engineering, medicine, chemistry and physics. ->- any researcher affiliated with a project at a US-based academic, government, or non-profit institution (via the OSG Connect service). ->- any researcher affiliated with an organization that has its own access point (not limited to US affiliation). ->- all areas of research including social sciences, humanities, life sciences, engineering, medicine, chemistry and physics. +[View projects](https://gracc.opensciencegrid.org/d/000000037/payload-jobs-summary?orgId=1&var-ReportableVOName=osg&var-Project=All&var-Facility=All&var-User=All&var-ExitCode=All&var-Probe=All&var-interval=1d) + using the OSPool in OSG’s Accounting System (GRACC). ## What types of work run well on the OSPool? -> Work that can be executed as independent laptop-sized computations and individually complete in less than 20 hours run well in the OSPool. A wide range of research problems and computational methods can be broken up or otherwise executed this way, including: +For problems that can be run as numerous, self-contained jobs, the OSPool provides computing capacity that can transform the types of questions researchers are able to tackle (see the table below). A wide range of research problems and computational methods can be broken up or otherwise executed in this high-throughput computing (HTC ) approach, including: - image analysis (including MRI, GIS, etc.) - text-based analysis, including DNA read mapping and other bioinformatics - parameter sweeps - model optimization approaches, including Monte Carlo methods -- Machine learning and AI executed with multiple independent training tasks, different parameters, and/or data subsets +- machine learning and AI executed with multiple independent training tasks, different parameters, and/or data subsets ->Learn more and chat with a Research Computing Facilitator by [requesting an account](https://connect.osg-htc.org/). +The OSPool is made up of mostly opportunistic capacity - contributing clusters may interrupt jobs at any time. Thus, the OSPool supports workloads of numerous jobs that individually complete or checkpoint within 20 hours. + +__Importantly, many compute tasks can take advantage of the OSPool with simple modifications, and we’d love to discuss options with you!__ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
Ideal Jobs!Still very advantageousMaybe not, but get in touch!
Expected Throughput, per user1000s concurrent cores100s concurrent coresLet's discuss!
CPU1 per job< 8 per job> 8 per job
Walltime< 10 hrs*< 20 hrs*> 20 hrs
RAM< few GB< 40 GB> 40 GB
Input< 500 MB< 10 GB> 10 GB**
Output< 1 GB< 10 GB> 10 GB**
Softwarepre-compiled binaries, containersMost other than →Licensed Software, non-Linux
+ +*or checkpointable + +** per job; you can work with a large dataset on OSG if it can be split into pieces + + +Learn more and chat with a Research Computing Facilitator by [requesting an account](https://connect.osg-htc.org/). + +## Learning to use the OSPool + +We have a complete [knowledge base of user documentation](https://support.opensciencegrid.org/support/home) +and an active and supportive [facilitation team](https://support.opensciencegrid.org/support/solutions/articles/12000084585), +who support all users on [OSG Connect](https://connect.osg-htc.org/) access points. + +Users submitting jobs can specify their own requirements for per-job compute resources (e.g. CPU cores, memory, etc.) and any special server requirements. We recommend submitting lots of jobs and taking advantage of all the cycles possible, wherever they may be. We cannot guarantee that any single job will finish quickly, but the OSPool will allow you to accomplish a tremendous amount of work across jobs. ## Who contributes capacity to the OSPool? -> The computing resources for the OSPool are contributed by members of the OSG Compute Federation, typically campuses, government supported supercomputing centers or research collaborations. The members individually determine their policies for contributing resources, including the amount of resources it contributes and when these resources are available. In addition, some resource providers decide to share their resources with a specific research project, or they may choose to contribute resources to all in the OSPool. +The computing resources for the OSPool are contributed by members of the OSG Compute Federation, typically campuses, government-supported supercomputing centers, and research collaborations. The members individually determine their policies for contributing resources, including the amount of resources it contributes and when these resources are available. In addition, some resource providers decide to share their resources with specific research projects, or they may choose to contribute resources to all in the OSPool. + +[View facility contributions](https://gracc.opensciencegrid.org/d/000000043/pilot-jobs-summary?orgId=1&var-VOName=osg&var-Facility=All&var-ExitCode=All&var-Probe=All&var-interval=1d) to the OSPool in OSG’s Accounting System (GRACC). diff --git a/_about/osdf.html b/_about/osdf.html index 6b23f885..f4811e08 100644 --- a/_about/osdf.html +++ b/_about/osdf.html @@ -3,8 +3,8 @@ --- -
- Map of the Open Science Data Federation +
+
US Map featuring the locations of current OSDF architectural components.
diff --git a/_about/team.html b/_about/team.html index b5b74a32..1a1f4052 100644 --- a/_about/team.html +++ b/_about/team.html @@ -1,51 +1,61 @@ --- -layout: container +layout: title-main title: The OSG Team --- -
-

Executive Team


-
- {% for member in site.data.orgs.exec-team.personnel %} - {% for person_hash in site.data.people %} +
+

Executive Team

+
+ {% for member in site.data.orgs.exec-team.personnel %} + {% for person_hash in site.data.people %} + {% assign person = person_hash[1] %} + {% if person.shortname == member %} +
+
+ Card image cap +
+
+ {% if person.website %} + {{person.name}}
+ {% else %} + {{person.name}}
+ {% endif %} + {{person.institution}}

+
+
{{person.title}}
+
+
+
+ {% endif %} + {% endfor %} + {% endfor %} +
+
+
+
+

Full Team

+
+ {% assign people = site.data.people | sort %} + {% for person_hash in people %} {% assign person = person_hash[1] %} - {% if person.shortname == member %} -
- Card image cap -
+
+
+ Card image cap +
- {{person.name}}
- {{person.institution}}

+ {% if person.website %} + {{person.name}}
+ {% else %} + {{person.name}}
+ {% endif %} + {{person.institution}}

{{person.title}}
-
- {% endif %} - {% endfor %} - {% endfor %} -
-
-
- -

Full Team


- -
-
- {% assign people = site.data.people | sort %} - {% for person_hash in people %} - {% assign person = person_hash[1] %} -
- Card image cap -
-
- {{person.name}}
- {{person.institution}}

-
-
{{person.title}}
-
- {% endfor %} -
-
+
+ {% endfor %} +
+
diff --git a/_config.yml b/_config.yml index 1fc88d30..f667615b 100644 --- a/_config.yml +++ b/_config.yml @@ -10,6 +10,10 @@ include: - .well-known - .nojekyll + +exclude: + - _spotlights/images + defaults: - scope: path: "" @@ -48,6 +52,9 @@ collections: spotlights: permalink: /spotlights/:title.html output: true + services: + permalink: /services/:title.html + output: true sass: style: compressed diff --git a/_data/about.yml b/_data/about.yml index 50adb859..3cff1b23 100644 --- a/_data/about.yml +++ b/_data/about.yml @@ -2,7 +2,6 @@ docs: - introduction - open_science_pool - - computation-ideal-for-OSPool - osdf - organization - team diff --git a/_data/footer.yml b/_data/footer.yml new file mode 100644 index 00000000..82cdca94 --- /dev/null +++ b/_data/footer.yml @@ -0,0 +1,37 @@ +- name: About + id: about + children: + - name: Introduction + url: /about/introduction + - name: Consortium Members + url: /about/organization + - name: OSG Team + url: /about/team + - name: Publications + url: /about/publications +- name: Services + id: services + children: + - name: Open Science Pool + url: /about/open_science_pool + - name: Open Science Data Federation + url: /about/osdf + - name: User Spotlights + url: /spotlight.html +- name: Documentation + id: documentation + children: + - name: User + url: https://support.opensciencegrid.org/support/home + - name: System Admin + url: https://opensciencegrid.org/docs/ + - name: Security + url: https://opensciencegrid.org/security/ +- name: Engagement + id: engagement + children: + - name: News + url: /news.html + - name: Events + url: /events.html + diff --git a/_data/people/patrick-lubben.yml b/_data/people/patrick-lubben.yml new file mode 100644 index 00000000..53c970bb --- /dev/null +++ b/_data/people/patrick-lubben.yml @@ -0,0 +1,4 @@ +name: Patrick Lubben +image: "/assets/images/team/patrick_lubben.jpeg" +title: Assistant System Administrator +institution: "University of Wisconsin-Madison" \ No newline at end of file diff --git a/_data/people/taylor-halvensleben.yml b/_data/people/taylor-halvensleben.yml new file mode 100644 index 00000000..e59bed27 --- /dev/null +++ b/_data/people/taylor-halvensleben.yml @@ -0,0 +1,4 @@ +name: Taylor Halvensleben +image: "/assets/images/team/taylor_halvensleben.png" +title: Office and Communications Assistant +institution: "Morgridge Institute for Research" \ No newline at end of file diff --git a/_events/2022-All-Hands-Meeting.html b/_events/2022-All-Hands-Meeting.html new file mode 100644 index 00000000..d9a08306 --- /dev/null +++ b/_events/2022-All-Hands-Meeting.html @@ -0,0 +1,179 @@ +--- +short_title: OSG All-Hands Meeting 2022 +title: "OSG All-Hands Meeting 2022" +published: true +excerpt: | + OSG All-Hands Meeting 2022 to be held March 14-18 virtually. +start_date: 2022-03-14 +end_date: 2022-03-18 +location: "Virtually" +link: "https://opensciencegrid.org/all-hands/2022/" +image: "/assets/images/events/All_Hands_Banner.png" +header_image: "/assets/images/events/All_Hands_Banner.png" +layout: table-of-contents +table_of_contents: + - name: State of OSG + href: "#state-of-osg" + children: + - name: PATh Forward Remarks + href: "#ml-path-forward-remarks" + - name: The State of OSG + href: "#fw-state-of-osg" + - name: Introducing the PATh Facility + href: "#bb-introducing-the-path-facility" + - name: Democratizing Access to Cyberinfrastructure + href: "#democratizing-access-to-cyberinfrastructure" + children: + - name: Democratizing Access to Cyberinfrastructure + href: "#kt-democratizing-access-to-cyberinfrastructure" + - name: Campus Services and Perspectives + href: "#campus-services-and-perspectives" + children: + - name: Expanding OSG Services for Campuses + href: "#fw-and-lm-expanding-osg-services-for-campuses" + - name: High-Performance Computing in the Texas Panhandle and beyond + href: "#ap-hpc-in-the-texas-panhandle-and-beyond" + - name: Using, and not using, OSG + href: "#bf-using-and-not-using-osg" + - name: Advancing the Process of Science and Innovation at ASU with OSG + href: "#dj-advancing-the-process-of-science-and-innovation-at-asu-with-osg" + - name: Integrating a Diversity of Capacity Resources into dHTC Pools + href: "#integrating-a-diversity-of-capacity-resources-into-dhtc-pools" + children: + - name: Managing HTC workloads via an Access Point + href: "#ml-managing-htc-workloads-via-an-ap" + - name: Contributions + href: "#contributions" +--- + +
+ +
+
+

+ This years All-Hands event hosted 38 talks from researchers, collaborators and OSG executives on their contributions + towards bringing OSG into 2022. +

+
+
+ +

Presentation Recordings

+{% assign now = "now" | date: "%s" %} +{% if now < "1650652532" %} +

+ This list is incomplete and will be added to as we edit and process the events talks. +

+{% endif %} +
+ +

State of OSG

+ +

+ + Miron Livny – PATh Forward Remarks + +

+

+ Miron Livny welcomes participants and speakers to this year's virtual OSG All Hands Meeting event and provides + a quick outline of the PATh project and its impacts in recent years. +

+

+ + Frank Wuerthwein – The State of the OSG + +

+

+ In this presentation, Frank Wuerthwein discusses the goals of the OSG Consortium to further the advancement of + all open science. Wuerthwein further defines the OSG vision to create access to an open cyberinfrastructure for + all and push forward democratized access across the nation. There is a brief overview of concepts such as compute + research pools, the OSG Data Federation, data origins, and global namespaces. Additionally, there’s an in-depth + discussion about the Open Science Pool community. +

+

+ + Brian Bockelman – Introducing the PATh Facility + +

+

+ In this overview of PATh facilities, Brian Bockelman describes technologies, services, and resources. + Access points are defined, such as OSG Connect, and they serve as a portal to different research pools. + Bockelman discusses the Open Science Pool (OSPool) and breaks down the dividing process of opportunistic + or donated resources within the OSPool. Additionally, there is a clarification on credit accounts and a + snapshot of plans with the PATh facility. +

+ +

Democratizing Access to Cyberinfrastructure

+

+ + Kevin Thompson – Democratizing Access to Cyberinfrastructure + +

+

+ Kevin Thompson breaks down the National Science Foundation’s (NSF) priorities and provides + a general foundation overview. It also reveals several outside organizations that will assist with + implementing NSF visions to improve community access to cyberinfrastructure. NSF has goals to + support various allocations and explore and develop models for increased support to democratize access. +

+ +

Campus Services and Perspectives

+

+ + Frank Wuerthwein, Lauren Michael – Expanding OSG Services for Campuses + +

+

+ Overview of OSG services such as compute resource pools, access points, and + compute entry points. Frank and Lauren discuss the process of receiving access to these services, how they work, + and regular user training sessions. The functionality of OSG services is practical and flexible for + individual and campus needs. +

+

+ + Anirban Pal – High-Performance Computing in the Texas Panhandle and beyond + +

+

+ West Texas A&M University has a strong need for HPC for research and educational needs. + This institution is a considerably rural Hispanic-Serving Institution (HSI) with data-intensive + science drivers that would benefit from high-performance computation. The institution received a + CC* award to install a computer data center on campus and has connected with OSG services as a first + step to closing the knowledge gap. +

+

+ + Bennet Fauber – Using, and not using, OSG + +

+

+ Bennet Fauber highlights the different University of Michigan programs that utilize OSG services, + including psychology, engineering, and environmental science. There were challenges for each project + –– however, newly trained students could use OSG to process portions of the large amounts of data. +

+

+ + Douglas Jennewein – Advancing the Process of Science and Innovation at ASU with OSG + +

+

+ Arizona State University’s research computing department examines intensive data amounts + through many projects, and OSG services and training have assisted with those projects. + ASU is currently project-focused on innovation in the computing sector and improving + functionality and accessibility for its campus and all institutions. +

+ + +

Integrating a Diversity of Capacity Resources into dHTC Pools

+

+ + Miron Livny – Managing HTC workloads via an Access Point + +

+

+ OSG executive, Miron Livny, provides a quick refresher of computing capacities and PATh access points, + which researchers can effectively harness through HTC to assist with their projects. +

+ +

Contributions

+

+ A list of all presentations and their included materials can be found on the event page. +

\ No newline at end of file diff --git a/_events/2022-All-Hands-Meeting.md b/_events/2022-All-Hands-Meeting.md deleted file mode 100644 index 3008d7e8..00000000 --- a/_events/2022-All-Hands-Meeting.md +++ /dev/null @@ -1,69 +0,0 @@ ---- -short_title: OSG All-Hands Meeting 2022 -title: "OSG All-Hands Meeting 2022" -published: true -excerpt: | - Registration is now open for the OSG All-Hands Meeting 2022 to be held March 14-18 virtually. -start_date: 2022-03-14 -end_date: 2022-03-18 -location: "Virtually" -link: "https://opensciencegrid.org/all-hands/2022/" -image: "/assets/images/events/OU_AHM_2022.jpeg" -header_image: "/assets/images/events/OU_AHM_2022.jpeg" -header_credit: '"Field House w/ Water Tower" by Majdan is licensed under CC BY-NC-SA 2.0. To view a copy of this license, visit https://creativecommons.org/licenses/by-nc-sa/2.0/?ref=openverse&atype=rich' ---- - -{% capture main %} - -Registration is now open for the OSG All-Hands Meeting 2022, which will be held 14–18 March 2022. Complete registration details are [on the AHM website](https://opensciencegrid.org/all-hands/2022/registration/). The event will be entirely virtual this year. - -Focus areas for 2022 will include: -- State of OSG and vision for its future -- New types of resources that support new types of applications -- Research that benefitted from OSG -- Campus services and experiences, and NSF Campus Cyberinfrastructure (CC*) -- Impact on multi-institutional collaborations, including U.S. LHC Projects - -Online participation will continue to be free, but registration is required. To register, visit the [AHM registration page](https://opensciencegrid.org/all-hands/2022/registration/). - -For questions, please see the contacts on the page linked above or, as always, write to . - -{% endcapture %} - -{% capture subsection %} -### Dates - -14-18 March 2022 - - -### Who - -Researchers, Campuses and Organizations, Site Administrators, and Collaborations interested in OSG, science and high-throughput computing. - - -### Where - -Virtual - - -### Fees - -Online participation will continue to be free. - - -### Registration - -Registration is required. Visit [the AHM website](https://opensciencegrid.org/all-hands/2022/) for complete event and registration information. - -### Questions? - -For questions, write to . -{% endcapture %} - -{% capture endblock %} - - - -{% endcapture %} - -{% include event/event-page.html %} diff --git a/_events/OSG-User-School-2022.md b/_events/OSG-User-School-2022.md index 4c4a3965..32fcf822 100644 --- a/_events/OSG-User-School-2022.md +++ b/_events/OSG-User-School-2022.md @@ -5,7 +5,7 @@ layout: events published: true excerpt: | - The OSG User School 2022 will be held from Monday, July 25 to Friday, July 29 in person at the University of Wisconsin-Madison campus. Registration is now open! + The OSG User School 2022 will be held from Monday, July 25 to Friday, July 29 in person at the University of Wisconsin-Madison campus. start_date: 2022-07-25 end_date: 2022-07-29 @@ -18,23 +18,15 @@ banner_src: "/assets/images/events/Madison_Skyline.jpeg" {% capture main %} -

Applications for the OSG User School 2022 are now open!

-Applications are now **open** for the OSG User School 2022! The School will occur on July 25–29, where you will learn to use high-throughput computing (HTC) systems to run large-scale computing applications at your campus or using the national-scale OSG. + +The OSG User School 2022 will occur on July 25–29, where you will learn to use high-throughput computing (HTC) systems to run large-scale computing applications at your campus or using the national-scale OSG. At the School, you will learn how HTC systems work, how to run and manage many jobs, and where to find more information and help through lectures, discussions, and hands-on activities with OSG staff. The School is ideal for graduate students in any research area where large-scale computing is an essential part of their research process, plus we welcome applications from advanced undergraduates (especially those who are involved in graduate-level research or coursework), post-doctoral students, faculty, and staff (especially those who perform research or support/facilitate researchers). -The deadline for applications is **Monday, 18 April 2022.** - -To apply, complete both of the steps below: - -Complete the [online application form](https://uwmadison.co1.qualtrics.com/jfe/form/SV_bdBbGikmcgabwGO) - -Have someone email a letter of recommendation for you to [user-school@opensciencegrid.org](user-school@opensciencegrid.org) (ask someone who knows you professionally, and have them identify your name and the “OSG User School 2022” in the subject line and letter.) - -People accepted to this program will receive financial support for essential travel and local costs associated with the School. +The deadline for applications has **passed**. {% endcapture %} @@ -55,11 +47,11 @@ The University of Wisconsin-Madison. ### Application and Deadlines Details about the application process can be found on the [OSG User School 2022 site](https://opensciencegrid.org/user-school-2022/#applications). -**Note:** The application deadline is **Monday, 18 April 2022.** +**Note:** The application deadline has **passed.** ### Contact Us -If you have any questions about the event, email us at [user-school@opensciencegrid.org](user-school@opensciencegrid.org) +If you have any questions about the event, email us at [user-school@opensciencegrid.org](mailto:user-school@opensciencegrid.org) {% endcapture %} {% capture endblock %} diff --git a/_events/TrustedCI-Webinar.md b/_events/TrustedCI-Webinar.md index 25245086..90516141 100644 --- a/_events/TrustedCI-Webinar.md +++ b/_events/TrustedCI-Webinar.md @@ -20,8 +20,7 @@ header_image: "assets/images/events/trust-banner.png"

A capability-based authorization infrastructure for distributed High Throughput Computing

The OSG Consortium provides researchers with the ability to bring their distributed high throughput computing (dHTC) workloads to a pool of resources consisting -of hardware across approximately 100 different sites. Using this “Open Science Pool” resource, projects can leverage the opportunistic access (nodes that would be -otherwise idle at the site), dedicated hardware, or allocated time at large-scallel NSF-funded resources. +of hardware across approximately 100 different sites. Using this “Open Science Pool” resource, projects can leverage the opportunistic access, dedicated hardware, or allocated time at large-scallel NSF-funded resources. While dHTC can be a powerful tool to advance scientific discovery, managing trust relationships with so many sites can be challenging; the OSG helps bootstrap the trust relationships between project and provider. Further, authorization in the OSG ecosystem is an evolving topic. On the national and international diff --git a/_includes/about_contents.html b/_includes/about_contents.html index a615811d..801f7fcd 100644 --- a/_includes/about_contents.html +++ b/_includes/about_contents.html @@ -1,11 +1,11 @@
-
-
+
+
+
+
\ No newline at end of file diff --git a/_includes/list_of_lists_to_ul.liquid b/_includes/list_of_lists_to_ul.liquid new file mode 100644 index 00000000..f4363510 --- /dev/null +++ b/_includes/list_of_lists_to_ul.liquid @@ -0,0 +1,9 @@ +{% assign input = include.input | default: input %} +
    +{% for item in input %} +
  • {{ item.name }}
    • + {% if item.children %} + {% include list_of_lists_to_ul.liquid input=item.children %} + {% endif %} +{% endfor %} +
\ No newline at end of file diff --git a/_includes/picture.html b/_includes/picture.html new file mode 100644 index 00000000..14ddb4d9 --- /dev/null +++ b/_includes/picture.html @@ -0,0 +1,8 @@ +{% assign extension = include.extension | default: 'jpg' %} + +
+ + + {{ include.alt }} + +
diff --git a/_layouts/body.html b/_layouts/body.html new file mode 100644 index 00000000..dea0e97c --- /dev/null +++ b/_layouts/body.html @@ -0,0 +1,10 @@ + + + + {% assign head = layout.head_extension | default: page.head_extension %} + {% include layout/head.html js=page.js_extension css=page.css_extension head=layout.head_extension %} + + +{{ content }} + + diff --git a/_layouts/container.html b/_layouts/container.html index fed0fde1..f31a116c 100644 --- a/_layouts/container.html +++ b/_layouts/container.html @@ -1,5 +1,5 @@ --- - layout: default + layout: main --- diff --git a/_layouts/default.html b/_layouts/default.html index b2952e89..feeb0523 100644 --- a/_layouts/default.html +++ b/_layouts/default.html @@ -1,14 +1,8 @@ - - - - {% assign head = layout.head_extension | default: page.head_extension %} - {% include layout/head.html js=page.js_extension css=page.css_extension head=layout.head_extension %} - - - {% include layout/header.html %} -
- {{ content }} -
- {% include layout/footer.html %} - - +--- + layout: body +--- + +{% include layout/header.html %} +{{ content }} +{% include layout/footer.html %} + diff --git a/_layouts/main.html b/_layouts/main.html new file mode 100644 index 00000000..ae5749e9 --- /dev/null +++ b/_layouts/main.html @@ -0,0 +1,7 @@ +--- +layout: default +--- + +
+ {{ content }} +
diff --git a/_layouts/padded-default.html b/_layouts/padded-default.html index b2c68be9..204260d4 100644 --- a/_layouts/padded-default.html +++ b/_layouts/padded-default.html @@ -1,7 +1,7 @@ --- - layout: default + layout: main --- -
+
{{ content }}
\ No newline at end of file diff --git a/_layouts/posts.html b/_layouts/posts.html index 669cbb48..411f3ec3 100644 --- a/_layouts/posts.html +++ b/_layouts/posts.html @@ -1,9 +1,9 @@ --- -layout: container +layout: title-main-container ---
-
+
{% if page.title %}
@@ -11,6 +11,9 @@

{{ page.title }}

{% if page.author %}
By: {{page.author}}
{% endif %} + {% if page.collection == "news" %} +

{{ page.date | date: "%B %e, %Y" }}

+ {% endif %}
{% endif %} diff --git a/_layouts/table-of-contents.html b/_layouts/table-of-contents.html new file mode 100644 index 00000000..e93aa97f --- /dev/null +++ b/_layouts/table-of-contents.html @@ -0,0 +1,23 @@ +--- +layout: default +--- + +
+
+
+
+ {{ content }} +
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+

Contents

+ {% include list_of_lists_to_ul.liquid input=page.table_of_contents %} +
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+
diff --git a/_layouts/title-main-container.html b/_layouts/title-main-container.html new file mode 100644 index 00000000..a49d3f55 --- /dev/null +++ b/_layouts/title-main-container.html @@ -0,0 +1,7 @@ +--- + layout: title-main +--- + +
+ {{content}} +
\ No newline at end of file diff --git a/_layouts/title-main.html b/_layouts/title-main.html new file mode 100644 index 00000000..b131dc8d --- /dev/null +++ b/_layouts/title-main.html @@ -0,0 +1,11 @@ +--- + layout: main +--- + + +
+

{{ page.title }}

+
+
+ {{content}} +
diff --git a/_news/Showcase.md b/_news/2021-08-19-Showcase.md similarity index 98% rename from _news/Showcase.md rename to _news/2021-08-19-Showcase.md index ab4b17ee..e0c1238d 100644 --- a/_news/Showcase.md +++ b/_news/2021-08-19-Showcase.md @@ -1,6 +1,5 @@ --- title: "Transforming research with high throughput computing" -date: 2021-08-19T12:01:00+00:00 publish: true card_image: /assets/images/OSGVS21-Logo.png excerpt: | diff --git a/_news/2022-04-05-new-hires.html b/_news/2022-04-05-new-hires.html new file mode 100644 index 00000000..c366792a --- /dev/null +++ b/_news/2022-04-05-new-hires.html @@ -0,0 +1,31 @@ +--- +title: "New Full-Time Positions: Research Systems Administrators" +excerpt: | + Join the Center for High Throughput Computing (CHTC) as a Research Systems + Administrator working on the next generation of large-scale distributed computing + actively used by many of the largest science projects in the world! +remove_on: "1651294500" +--- +

+ Join the Center for High Throughput Computing (CHTC) as a Research Systems + Administrator working on the next generation of large-scale distributed computing + actively used by many of the largest science projects in the world! +

+ +

We have two opportunities for candidates of varying experience!

+ +

+ For a candidate with existing systems administration experience looking + to build their skills in managing large-scale Linux systems using + a variety of cutting edge tools. +

+ + View Full Job Posting + +

+ For a recent graduate looking to gain valuable experience managing large-scale Linux + systems using Kubernetes and Puppet. +

+ + View Full Job Posting + \ No newline at end of file diff --git a/_news/2022-04-10-HTCondor_Week_2022_registration.html b/_news/2022-04-10-HTCondor_Week_2022_registration.html new file mode 100644 index 00000000..52eb931e --- /dev/null +++ b/_news/2022-04-10-HTCondor_Week_2022_registration.html @@ -0,0 +1,45 @@ +--- +title: Registration for HTCondor Week 2022 now open! +excerpt: | + Registration for HTCondor Week 2022 is open now. The registration + deadline for in-person attendee is May 2, 2022, and the cost is $90 per day. + For virtual-only attendance, registration is a flat $25 fee for the whole week. +--- + +

+ Our annual HTCondor Week + user conference will take place from May 23-26. This year, + HTCondor Week will be a hybrid event: we are hosting an in-person meeting at + the Fluno Center on the University of Wisconsin-Madison campus. This provides + HTCondor Week attendees with a compelling environment in which to attend tutorials and talks from + HTCondor developers, meet other users like you and attend social events. For + those who cannot attend in person, we'll also be broadcasting the event online + via Zoom. +

+
+

+ Registration for HTCondor Week 2022 is open now. The registration + deadline for in-person attendee is May 2, 2022, and the cost is $90 per day. + For virtual-only attendance, registration is a flat $25 fee for the whole week. +

+
+
+ Register Now +
+
+
+

+ We will have a variety of in-depth tutorials and talks where you + can learn more about HTCondor and how other people are using and deploying HTCondor. Best of all, you can establish contacts and learn best practices from people in industry, government, and academia who are using HTCondor to solve hard problems, many of which + may be similar to those you are facing. +

+
The call for abstracts is open!
+

+ We'd love to have you give a talk at HTCondor Week. Talks are 15-20 minutes long and are a + great way to share your ideas and get feedback from the community. If you have a compelling + use of HTCondor you'd like to share, see our Speaker Information page +

+

+ Hotel information and an agenda overview can be found on the + event homepage. +

diff --git a/_news/2022-04-11-David-Swanson-Award-2022.md b/_news/2022-04-11-David-Swanson-Award-2022.md new file mode 100644 index 00000000..3a5da5d0 --- /dev/null +++ b/_news/2022-04-11-David-Swanson-Award-2022.md @@ -0,0 +1,24 @@ +--- +title: "Researcher Connor Natzke Wins 2022 David Swanson Memorial Award" +date: 2022-04-11 +excerpt: Connor Natzke was awarded the 2022 David Swanson Memorial Award at the March OSG All-Hands Meeting. The memorial was established to honor our late colleage David Swanson who contributed to campus research across the country. +--- + +
+ Connor Natzke +
Connor Natzke
+
+ +Connor Natzke, a PhD student at the Colorado School of Mines, was this year’s recipient of the OSG David Swanson Memorial Award. The memorial was established +to honor our late colleage David Swanson who contributed to campus research across the country. Natzke is currently located at TRIUMF, a particle physics +laboratory in Vancouver, British Columbia, where he uses OSG services to investigate the strong nuclear force. Natzke attended OSG User School in 2019 and +the OSG All-Hands Meeting in 2021, and at both of these events he learned valuable ways to improve his workflow. At the All-Hands Meeting 2022, Natzke +spoke about his journey with the OSG Consortium and the impact OSG services have had on his research to date –– including a forty-fold increase in the +simulation speed of his project. Watch his presentation below. + + + +... + +*Learn more about the [David Swanson Memorial Award and past recipients](https://path-cc.io/news/2021-03-19-Nicholas-Cooley-2021-David-Swanson-Award-Winner/). +Browse [all videos](https://www.youtube.com/channel/UCVxyV0Lr1KiTeq7bTw3gwLw/playlists?view=50&sort=dd&shelf_id=1) from OSG All-Hands Meeting 2022.* diff --git a/_news/2022-04-11-OSGAHM2022-Summary.md b/_news/2022-04-11-OSGAHM2022-Summary.md new file mode 100644 index 00000000..fc0766ea --- /dev/null +++ b/_news/2022-04-11-OSGAHM2022-Summary.md @@ -0,0 +1,68 @@ +--- +title: Celebrating a dynamic OSG All-Hands Meeting 2022 +date: 2022-04-11 +excerpt: In March, 251 OSG users, resource providers, and staff convened virtually for the OSG All-Hands Meeting 2022. This article provides a brief summary of the talks and discussions that took place, and includes links to the video recordings of all talks. +--- + +
+ OSG AHM 2022 Graphic +
+ + +In March, 251 OSG users, resource providers, and staff convened virtually for the OSG All-Hands Meeting 2022. A benefit of this year's virtual format, all talks from the meeting are [avaliable to watch](https://www.youtube.com/channel/UCVxyV0Lr1KiTeq7bTw3gwLw/playlists?view=50&sort=dd&shelf_id=1) on the OSG YouTube Channel. Reflective of the mission of the OSG +Consortium, the meeting builds upon the goals central to the organization –– advancing open science via the practice of distributed high-throughput +computing. This annual celebration of science has a reputation for both introducing researchers to services that transform their work, and also for +cultivating discussion about how OSG can better serve the research community –– the [OSG All-Hands Meeting 2022](https://opensciencegrid.org/all-hands/2022/) was no exception to this rich history of transformation and discussion. + +The meeting kicked off with a series of introductory talks on the PATh Project, the OSG Consortium, and the new [PATh Facility](https://path-cc.io/services/credit-accounts/). +A highlight of the All-Hands Meeting each year, the David Swanson Memorial Award was presented to Colorado School of Mines PhD Student Connor Natzke, +who gave an illuminating talk about how OSG services have impacted his investigations of the strong nuclear force. This exciting first day was wrapped up +with a collection of talks given by researchers from a variety of scientific domains who use the Open Science Pool (OSPool) to advance their research. +Watch David Swanson Awardee Connor Natzke’s presentation below, and browse the [complete playlist of day one recordings](https://youtube.com/playlist?list=PLIeB7asuU4W522GB1kGPCJ3iQtCN1x_YI). + + + + +On day two of the meeting, attendees focused on democratizing access to cyberinfrastructure. During the morning session, OSG Executive Director Frank +Würthwein and NSF Program Director Kevin Thompson each delivered presentations on this topic, with Thompson highlighting how many of NSF’s priorities +support the goal of democratizing access to cyberinfrastructure. In a similar thread, presenters Alan Blatecky, Joel Gerschenfeld, and Lauren Micheal +discussed [the urgent need](https://www.rti.org/publication/missing-millions/fulltext.pdf) to address disparities across underrepresented communities in +terms of computation, software, and data. Rounding out the morning session, Ana Hunsinger and Lawrence Williams of [Internet2](https://internet2.edu/) +shared about their collaboration with several minority-serving institutions through the [Minority Serving – Cyberinfrastructure Consortium](https://www.ms-cc.org/) +(MS-CC). Day two’s afternoon session included a presentation from OSG staff about the services that OSG provides to campuses, and also a series of +presentations from the campuses themselves, sharing their successes and challenges with incorporating OSG access points for their campus researchers and +contributing resources to OSG. Watch the Missing Millions talk below, and browse the [complete collection of talks](https://www.youtube.com/playlist?list=PLIeB7asuU4W6Nf-FrlxxARtDnKCDwyH1b) from day two. + + + + +The third day of the All-Hands Meeting began with a series of talks centered around the theme, ‘Integrating a Diversity of Capacity Resources into dHTC +Pools’. OSG Technical Director Miron Livny discussed Access Points, and Frank Würthwein shared about the relationship between OSG and NRP. Additionally, +Enol Fernandez and Gergely Sipos of EGI explained their goals of expanding their organization’s computing landscape, and Andrew Grimshaw presented on +Lancium’s green, low-cost cloud computing. The second half of the day featured a variety of talks about OSG technology; including a token transition +update, information on handling tokens with Vault, updates on the OSDF monitoring system, and a look into Kubernetes at the University of Chicago. +Watch Andrew Grimshaw’s presentation on Lancium below, and browse [all of the talks from day three](https://www.youtube.com/playlist?list=PLIeB7asuU4W5ES_haPZl63EVWhj4TA2F_) on YouTube. + + + + +Day four of the All-Hands Meeting focused on multi-institutional collaborations that use OSG services. After a short introduction from OSG staff, +representatives from LIGO, IceCube, Rubin Observatory, the SPT-3 and CMB-S4 experiments, and Fermilab’s Muon g-2 experiment each gave overviews of the +ways that their collaboration uses OSG services. Watch the SPT-3 and CMB-S4 talk below, and browse the [complete playlist of talks](https://www.youtube.com/playlist?list=PLIeB7asuU4W5O1RdHPy_jQz2aB8hP5Knl) from day four. + + + + +The final day of OSG All-Hands Meeting 2022 was a joint effort between OSG and the U.S. LHC. The morning session covered common needs and development for +XrootD, network activities and plans, and a discussion on HPC and clouds. In the afternoon, attendees discussed the IRIS-HEP Analysis Grand Challenge, +token transitions in the context of GSI retirement, and caching and data lake infrastructure. Watch the Network Activities and Plans talk below, and +browse [all day 5 talks](https://youtube.com/playlist?list=PLIeB7asuU4W7xNioPXfQd3DNRtvNR06we) on YouTube. + + + + +We’re deeply grateful for all the speakers, staff, and attendees who contributed to OSG All-Hands Meeting 2022. Thank you for fostering an innovative and supportive community. We hope to see you next year! + +… + +*Browse the complete collection of videos from the OSG All-Hands Meeting 2022 on [OSG's YouTube channel](https://www.youtube.com/channel/UCVxyV0Lr1KiTeq7bTw3gwLw/playlists?view=50&sort=dd&shelf_id=1). To view slide decks, visit the [Indico event website](https://indico.fnal.gov/event/53029/). Learn more about the [OSG All-Hands Meeting 2022](https://opensciencegrid.org/all-hands/2022/), and browse the rich history of [past OSG All-Hands Meetings](https://opensciencegrid.org/all-hands/).* diff --git a/_news/2022-04-18-User-School-Applications-Close.md b/_news/2022-04-18-User-School-Applications-Close.md new file mode 100644 index 00000000..49c0d658 --- /dev/null +++ b/_news/2022-04-18-User-School-Applications-Close.md @@ -0,0 +1,6 @@ +--- +title: OSG User School Applications Close +excerpt: Applications for the OSG User School 2022 have closed. The User School will be held from Monday, July 25 to Friday, July 29 in person at the University of Wisconsin-Madison campus. +--- + +Applications for the OSG User School 2022 have closed. The User School will be held from Monday, July 25 to Friday, July 29 in person at the University of Wisconsin-Madison campus. diff --git a/_news/hiring_2022_01_28.md b/_news/hiring_2022_01_28.md deleted file mode 100644 index 36db1797..00000000 --- a/_news/hiring_2022_01_28.md +++ /dev/null @@ -1,40 +0,0 @@ ---- -title: "CHTC now hiring System Administrators and Software Developers!" -date: 2022-01-28T12:01:00+00:00 -excerpt: Madison based Center for High Throughput Computing is now hiring for three different positions! ---- - -The [Center for High Throughput Computing](https://chtc.cs.wisc.edu/jobs.html#full-time-positions) is now looking to fill -three positions on its team. - -### [Research System Administrator (2 Positions Available)](https://jobs.hr.wisc.edu/en-us/job/512136/research-systems-administrator) - -This is the perfect opportunity for a recent graduate or a candidate with a systems -administration background to gain valuable experience managing large-scale Linux -systems using Kubernetes and/or Puppet. You will work with a seasoned team -of colleagues to deploy and support the HTCondor Software Suite, which -enables researchers to solve computational problems using thousands of -CPU cores. - -[View Job Posting (early career)](https://jobs.hr.wisc.edu/en-us/job/512136/research-systems-administrator) - -[View Job Posting (intermediate)](https://jobs.hr.wisc.edu/en-us/job/512137/research-systems-administrator) - - -### [Software Integration Developer](https://jobs.hr.wisc.edu/en-us/job/512194/software-integration-developer) - -The successful candidate for this position will work closely with faculty, staff and students to solve a variety of systems integration and other small-to-medium computing problems, to provide dependable end-to-end capabilities. - -The exact projects will evolve over time, but typical tasks include: - -- Designing and automating complex software systems and software workflows for scientific computing -- Understanding and modifying legacy software systems that use scripting languages -- Analyzing manual processes, then designing and writing new software tools to partially or fully automate them -- Ensuring that systems in production are running as expected and handling problems as they arise -- Writing software that tests other software systems for correctness or efficiency -- Helping users by troubleshooting and supporting integrated software systems -- Write documentation and other user-support materials - -Given the diverse projects that this position will support, flexibility is critical. Tasks may last from one day to several months, and the developer will be expected to juggle several projects at once with some support from colleagues and leadership. This is great opportunity for someone who thrives on variety and a fast-paced, challenging work environment! - -[View Job Posting](https://jobs.hr.wisc.edu/en-us/job/512194/software-integration-developer) \ No newline at end of file diff --git a/_sass/pages/event.scss b/_sass/pages/event.scss index b95f7dac..f1b9adf8 100644 --- a/_sass/pages/event.scss +++ b/_sass/pages/event.scss @@ -43,18 +43,16 @@ } .subtitle { - color: $text-muted; margin-bottom: 0; padding: 10px; - background-color: $white-offset; + background-color: $warning; + background-image: linear-gradient(to top, $warning, white); text-align: right; } } .subsection { - border-left: solid; - border-left-color: $primary; - background-color: $white-offset; /* For browsers that do not support gradients */ - background-image: linear-gradient(to bottom right, $white-offset, white); + background-color: $warning; /* For browsers that do not support gradients */ + background-image: linear-gradient(to right, $warning, white); margin-bottom: auto; } } \ No newline at end of file diff --git a/_services/Access-Point.html b/_services/Access-Point.html new file mode 100644 index 00000000..4314c60a --- /dev/null +++ b/_services/Access-Point.html @@ -0,0 +1,89 @@ +--- +title: OSG Access Point +layout: title-main +--- + +
+
+
+
+

+ The OSG Access Point (AP) is a researcher's home for large-scale research computing. Researchers + can place their workloads and data on the AP, automate workflows, and utilize global resources. +

+

+ With a core powered by HTCSS, the AP helps the researcher + manage their workload execution, allowing researchers to utilize resource pools like the Open Science Pool + or the PATh facility. Researchers can run computational jobs, utilize GPUs, move data, and manage + manage complex workflows. +

+

+ Working with an AP requires no resources beyond your personal computer - it is your "home" on the + nation's cyberinfrastructure, leading to our slogan of Submit Locally, Run Globally. +

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+ The power of the OSG AP comes from its ability to allow researchers to effectively harness + their computing capacity. The AP provides tools to allow researchers to manage their jobs on + a diverse set of resources, decreasing their time spent managing workloads, and increasing their + computational throughput. +

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+ The OSG AP connects Cloud and Campus Resources, NSF awarded allocations and free to use resources + such as OSPool, in one location accessible by researchers from their laptops. +

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+ OSG operates an AP available to any US-based researcher and their collaborators, + OSGConnect. +

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+ Using OSGConnect, researchers can utilize resources such as the Open Science Pool + and the Open Science Data Federation. These services provide computational + resources and data capacity to execute your workloads. +

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+ Get Started on OSGConnect +
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diff --git a/_spotlights b/_spotlights new file mode 160000 index 00000000..af7207e4 --- /dev/null +++ b/_spotlights @@ -0,0 +1 @@ +Subproject commit af7207e460817b47d331e54bf741f44fe09d4fc7 diff --git a/_spotlights/2015-04-10-tackling-strongly-correlated-quantum-systems.md b/_spotlights/2015-04-10-tackling-strongly-correlated-quantum-systems.md deleted file mode 100644 index b0b2fa20..00000000 --- a/_spotlights/2015-04-10-tackling-strongly-correlated-quantum-systems.md +++ /dev/null @@ -1,124 +0,0 @@ ---- -title: "Tackling Strongly Correlated Quantum Systems on OSPool" -canonical_url: Illustration of a fermion bag configuration. -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/Fermion-Bag-300x300.jpg - alt: Illustration of a fermion bag configuration. -description: | - Duke University Associate Professor of Physics Shailesh Chandrasekharan and his graduate student Venkitesh Ayyar are - using the OSpool to tackle notoriously difficult problems in quantum systems. -excerpt: | - Duke University Associate Professor of Physics Shailesh Chandrasekharan and his graduate student Venkitesh Ayyar are - using the OSpool to tackle notoriously difficult problems in quantum systems. -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/Fermion-Bag-300x300.jpg -card_alt: Illustration of a fermion bag configuration. -publish_on: - - osg ---- - -Duke University Associate Professor of Physics Shailesh Chandrasekharan and his graduate student Venkitesh Ayyar are -using the OSpool to tackle notoriously difficult problems in quantum systems. - -
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- -These quantum systems are the physical systems of our universe, being investigated at the fundamental level where -elemental units carrying energy behave according to the laws of quantum mechanics. -In many cases, these units might be referred to as particles or more generally as “quantum degrees of freedom.” -The most exciting physics arises when these units are strongly correlated: the behavior of each one depends on the -system as a whole; they cannot be taken and studied independently. -Such systems arise naturally in many areas of fundamental physics, ranging from condensed matter (many materials -fabricated in laboratories contain electrons that are strongly correlated and show exotic properties) to nuclear and -particle physics. - -The proton, one of the particles inside an atom’s nucleus, is itself a strongly correlated bound state involving many -quarks and gluons. -Understanding its properties is an important research area in nuclear physics. -The origin of mass and energy in the universe could be the result of strong correlations between fundamental quantum -degrees. - -“Often we can write down the microscopic theory that describes a physical system. -For example, we believe we know how quarks and gluons interact with each other to produce a proton. -But then to go from there to calculate, for instance, the spin of the proton or its structure is non-trivial,” said -Chandrasekharan. -“Similarly, in a given material we have a good grasp of how electrons hop from one atom to another. -However, from that theory to compute the conductivity of a strongly correlated material is very difficult. -The final answer—that helps us understand things better—requires a lot of computation. -Typically the computational cost grows exponentially with the number of interacting quantum degrees of freedom.” - -According to Chandrasekharan, the main challenge is to take this exponentially hard problem and convert it to something -that scales as a polynomial and can be computed on a classical computer. -“This step is often impossible for many strongly correlated quantum systems, due to the so-called -[sign problem](https://en.wikipedia.org/wiki/Numerical_sign_problem) which arises due to quantum mechanics,” added -Chandrasekharan. -“Once the difficult sign problem is solved, we can use Monte Carlo calculations to obtain answers. -Computing clusters like the OSG can be used at that stage.” - -Chandrasekharan has proposed an idea, called the [fermion bag approach](https://link.springer.com/article/10.1140%2Fepja%2Fi2013-13090-y), -that has solved numerous sign problems that seemed unsolvable in systems containing fermions (electrons and quarks are -examples of fermions). -In order to understand a new mechanism for the origin of mass in the universe, Ayyar is specifically using the OSG to -study an interacting theory of fermions using the fermion bag approach. - -
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Illustration of a fermion bag configuration. Image credit: Shailesh Chandrasekharan
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- -“We compute correlation functions on lattices and look at their behavior as the lattice size increases,” Ayyar explained. -In the presence of a mass, the correlation functions decay exponentially. -“Ideally, we would want to perform computations on very large lattices (>100x100x100). -Each calculation involves computing the inverse of large matrices millions of times. -The matrix size scales with the lattice size and so the time taken increases very quickly (from days to weeks to months). -This is what limits the size of the lattice used in our computation and the precision of the quantities calculated. -”In a recent publication, Ayyar and Chandrasekharan performed computations on lattices of sizes up to 28x28x28, and -more recently they have been able to push these to lattices of size 40x40x40. - -Since their computation is parallelizable, they can run several calculations at the same time. -Ayyar says this makes the OSG perfect for their work. -“Instead of running a job for 100 days sequentially,” he noted, “we can run 100 jobs simultaneously for one day to get -the same information. -This not only helps us speed up our calculation several times, but we also get very high precision.” - -Ayyar uses simple scripts to submit a large number of jobs and monitor their progress. -One challenge he faced was the check-pointing of jobs. -“Some of our jobs run long, say two to six days, and we found these getting terminated before completion due to the -queuing system,” Ayyar said. -To solve this, he developed what he calls ‘manual check-pointing’ to execute jobs in pieces. -“This extends the completed processes and submits them so that long-running processes can be completed. -Being able to control the memory and disk-space requirements on the target nodes has proved to be extremely useful.” - -Ayyar also noted that many individual research groups cannot afford the luxury of having thousands of computing nodes. -“This kind of resource sharing on the OSG has helped computational scientists like us attempt calculations that could -not be done before,” he added. -“For example, we are now attempting computations on lattices of size 60x60x60. -One sweep should only take a few hours on each core.” - -Chandrasekharan points out that past technology breakthroughs like the kind that revolutionized processor chip -manufacturing have largely been based on basic quantum mechanics learned in the 1940s and 1950s. -“We still need to understand the complexity that can be produced when many quantum degrees of freedom interact with each -other strongly,” said Chandrasekharan. -“The physics we learn could be quite rich.” - -He says this next phase of research is already happening in nanoelectronics. -“If the computational quantum many-body challenge that we face today is solved, it may help revolutionize the next -generation of technology and give us a better understanding of the physics.” - -Ayyar and Chandrasekharan recently submitted a paper based on their work using the OSG. -Titled [*Massive fermions without fermion bilinear condensates*](https://journals.aps.org/prd/abstract/10.1103/PhysRevD.91.065035), -it has been published in the journal *Physical Review D* of the American Physical Society. - -– Greg Moore diff --git a/_spotlights/2016-02-11-osg-helps-ligo-scientists-confirm-einsteins-last-unproven-theory.md b/_spotlights/2016-02-11-osg-helps-ligo-scientists-confirm-einsteins-last-unproven-theory.md deleted file mode 100644 index f5c90893..00000000 --- a/_spotlights/2016-02-11-osg-helps-ligo-scientists-confirm-einsteins-last-unproven-theory.md +++ /dev/null @@ -1,105 +0,0 @@ ---- -title: "OSG helps LIGO scientists confirm Einstein's unproven theory" -canonical_url: https://osg-htc.org/spotlights/osg-helps-ligo-scientists-confirm-einsteins-last-unproven-theory.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/ligo20160211d-smaller-150x150.jpg - alt: Image Courtesy Caltech/MIT/LIGO Laboratory -description: | - LIGO’s detectors search for gravitational waves from deep space. With - two detectors, researchers can use differences in the wave’s arrival times - to constrain the source location in the sky. LIGO’s first data run of - its advanced gravitational wave detectors began in September 2015 and - ran through January 12, 2016. The first gravitational waves were - detected on September 14, 2015 by both detectors. -excerpt: | - LIGO’s detectors search for gravitational waves from deep space. With - two detectors, researchers can use differences in the wave’s arrival times - to constrain the source location in the sky. LIGO’s first data run of - its advanced gravitational wave detectors began in September 2015 and - ran through January 12, 2016. The first gravitational waves were - detected on September 14, 2015 by both detectors. -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/ligo20160211d-smaller-150x150.jpg -card_alt: Image Courtesy Caltech/MIT/LIGO Laboratory -publish_on: -- osg ---- - -Albert Einstein first posed the idea of gravitational waves in his [general theory of relativity](https://en.wikipedia.org/wiki/General_relativity) just over a century ago. But until now, they had never been observed directly. For the first time, scientists with the Laser Interferometer Gravitational-Wave Observatory [(LIGO) Scientific Collaboration](http://www.ligo.org/) (LSC) [have observed ripples in the fabric of spacetime called gravitational waves](https://www.ligo.caltech.edu/news/ligo20160211). - -
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- -LIGO consists of two observatories within the United States—one in Hanford, Washington and the other in Livingston, Louisiana—separated by 1,865 miles. LIGO’s detectors search for gravitational waves from deep space. With two detectors, researchers can use differences in the wave’s arrival times to constrain the source location in the sky. LIGO’s first data run of its advanced gravitational wave detectors began in September 2015 and ran through January 12, 2016. The first gravitational waves were detected on September 14, 2015 by both detectors. - -The LIGO project employs many concepts that the OSG promotes—resource sharing, aggregating opportunistic use across a variety of resources—and adds two twists: First, this experiment ran across LIGO Data Grid (LDG), OSPool and Extreme Science and Engineering Discovery Environment (XSEDE)-based resources, all managed from a single HTCondor-based system to take advantage of dedicated LDG, opportunistic OSG and NSF eXtreme Digital (XD) allocations. Second, workflows analyzing LIGO detector data proved more data-intensive than many opportunistic OSG workflows. Despite these challenges, LIGO scientists were able to manage workflows with the same tools they use to run on dedicated LDG systems—Pegasus and HTCondor. - -Peter Couvares, data analysis computing manager for the Advanced LIGO project at Caltech, specializes in distributed computing problems. He and colleagues James Clark (Georgia Tech) and Larne Pekowsky (Syracuse University) explained LIGO’s computing needs and environment: The main focus is on optimization of data analysis codes, where optimization is broadly defined to encompass the overall performance and efficiency of their computing. While they use traditional optimization techniques to make things run faster, they also pursue more efficient resource management, and opportunistic resources—if there are computers available, they try to use them—thus the collaboration with OSG. - -
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- - -“When a workflow might consist of 600,000 jobs, we don’t want to rerun them if we make a mistake. So we use [DAGMan](http://research.cs.wisc.edu/htcondor/dagman/dagman.html) (Directed Acyclic Graph Manager, a meta-scheduler for [HTCondor](http://research.cs.wisc.edu/htcondor/)) and Pegasus workflow manager to optimize changes,” added Couvares. “The combination of Pegasus, Condor, and OSG work great together.” Keeping track of what has run and how the workflow progresses, Pegasus translates the abstract layer of what needs to be done into actual jobs for Condor, which then puts them out on OSG. - -## The computing model - -Since this work encompasses four types of computing – volunteer, dedicated, opportunistic (OSG), and allocated (XSEDE XD via OSG) – everything needs to be very efficient. Couvares helps with coordination, Pekowsky with optimization, and Clark with using OSG. In particular, OSG also enabled access to allocation-based resources from XSEDE. Allocations allow LIGO to get fixed amounts of time on dedicated NSF-funded supercomputers Comet and Stampede. While Stampede looks and behaves very much like a traditional supercomputer resource (batch, login node, shared file system), Comet has a new virtualization-based interface that eliminates the need to submit to a batch system. OSG provides this through a virtual machine (VM) image, then LIGO simply uses the OSG environment. - -LIGO consumed 3,956,910 hours on OSG, out of which 628,602 hours were on the Comet and 430,960 on the Stampede XD resources. OSG’s Brian Bockelman (University of Nebraska-Lincoln) and Edgar Fajardo (UC San Diego/San Diego Supercomputer Center) used HTCondor to help LIGO implement their Pegasus workflow transparently across 16 clusters at universities and national labs across the US, including on the NSF-funded Comet and Stampede supercomputers. - -“Normally our computing is done on dedicated clusters on the LIGO Data Grid,” said Couvares, “but we are moving toward also using outside and more elastic resources like OSG. OSG allows more flexibility as we add in systems that aren’t part of our traditional dedicated systems. The combination of OSG for unusual or dynamic workloads, and the LIGO Data Grid for regular workloads keeping up with new observational data is very powerful. In addition, [Berkely Open Infrastructure for Network Computer (BOINC)](https://en.wikipedia.org/wiki/Berkeley_Open_Infrastructure_for_Network_Computing) allows us to use volunteers’ home computers when they are idle, running Pulsar searches around the world in the Einstein@Home project (E@H). The aggregated cycles from E@H are quite large but it is well-suited to only some kinds of searches where a computer must process a smaller amount of data for a longer amount of time.” We must rely on traditional HTC resources for our data-intensive analysis codes. - -LIGO codes cannot all run as-is on OSG. The majority of codes are highly optimized for the LDG environment, so they identified the most compute-intensive and high science priority code to run on OSG. Of about 100 different data analysis codes, only a small handful are running on OSG so far. However, the research team started with the hardest code, their highest priority, which means they are now doing some of LIGO’s most important computing on OSG. Other low latency codes must run on dedicated local resources where they might need to be done in seconds or minutes. - -“It is important that LIGO has a broad set of resources and an increasingly diverse set of resources. OSG is almost like a universal adapter for us,” said Couvares. “It is very powerful, users don’t need to care where a job runs, and it is another step toward that old promise of grid computing. - -## The importance of OSG and NSF support - -Using data analysis run on the OSG, the LIGO team looked for a compact binary coalescence, that is, the merger of binary neutron stars or black holes. Couvares called it a modeled search—they have a signal that they believe is a strong indicator, they know what it’s going to look like, and they have optimal match filters to compare data with the signal they expect. But the search is computationally expensive because it’s not just one signal they are looking for: The parameters of the source may change or the objects may spin differently. The degree of match requires a search on the order of 100,000 different models/waveforms. This makes the OSG very valuable, because it can split up many of the match filters. - -“The parallel nature of the OSG is what’s valuable,” said Couvares. “It is well suited to a high throughput environment. We would like to use more OSG resources because we could expand the parameter space of our searches beyond what is possible with dedicated resources. We need two things, really. We obviously need resources, but we also need people who can be a bridge between the data analysts/scientists and the computing resources. Resources alone are not enough. LIGO will always need dedicated in-house computing for low latency searches that need to be done quickly, and for our steady-state offline computing, but now we have the potential elasticity of OSG.” - -“The nature of our collaboration with OSG has been absolutely great for a number of reasons,” said Couvares. “The OSG people have been extremely helpful. They are really unselfish and technical. That’s not always there in the open-source world. The basic idea of OSG has been good for LIGO—their willingness OSG services for LIGO, to reduce the barrier to entry, setting up computing elements, and so on. The barrier otherwise would have been too high. We couldn’t be happier with our partnership.” - -Another big step has been the increase in network speed. The data was cached at the University of Nebraska and streamed to on-demand worker nodes that are able to read from a common location. This project benefited greatly from the NSF’s Campus Cyberinfrastructure – Network Infrastructure and Engineering (CC-NIE) program, which helped provide a hardware upgrade from 10Gbps to 100Gbps WAN connectivity. Receiving NSF support to upgrade to 100Gbps has enabled huge gains in workflow throughput. - -WMS hours by facility-comet - -The LIGO analysis ran across 16 different OSG resources, for a total of 4M CPU hours: -* 1M CPU hour (25%) XSEDE contribution< -* 5 TB total input data, cached at the Holland Computing Center (HCC) at the University of Nebraska-Lincoln -* 1 PB total data volume distributed to jobs from Nebraska -* 10 Gbps sustained data rates from Nebraska storage to worker nodes - -Couvares concluded, “What we are doing is pure science. We are trying to understand the universe, trying to do what people have wanted to do for 100 years. We are extending the reach of human understanding. It’s very exciting and the science is that much easier with the OSG.” - - - -– Greg Moore - -– Brian Bockelman (OSG, University of Nebraska at Lincoln) contributed to this story - diff --git a/_spotlights/2017-02-10-free-supercomputing.md b/_spotlights/2017-02-10-free-supercomputing.md deleted file mode 100644 index 8501a82d..00000000 --- a/_spotlights/2017-02-10-free-supercomputing.md +++ /dev/null @@ -1,28 +0,0 @@ ---- -title: Free Supercomputing for Research - Scott Cole introduces you to OSG -canonical_url: https://osg-htc.org/spotlights/free-supercomputing.html -image: - path: - alt: -description: | - Scott Cole, a neuroscience PhD student at University of California San Diego, - wrote an article which appeared in PythonWeekly that details how to get up - and running on Open Science Pool. -excerpt: | - Scott Cole, a neuroscience PhD student at University of California San Diego, - wrote an article which appeared in PythonWeekly that details how to get up - and running on Open Science Pool. -publish_on: -- osg ---- - -Scott Cole, a neuroscience PhD student at University of California San Diego, wrote an article which appeared in PythonWeekly that details how to get up and running on Open Science Pool. “I was starting to run into computational limitations in my neuroscience research, but I didn’t have any experience speeding up my work with something like high throughput computing,” said Cole. When Cole saw that there was an opportunity at the OSG User School to learn how to use OSG and the free access to resources it provides, he jumped on it. - -While at the OSG User School, Cole was able to use the tutorials in the curriculum to work his way through using the Open Science Pool. Despite being jet lagged due to a flight from Hong Kong, Scott, with the help of the instructors, was able to get a handle on distributed high-throughput computing. “Since the learning process was so streamlined, it made it much easier to learn the necessary tools to utilize the Open Science Pool,” he said. - -Of his research, Cole says, “My lab studies neural oscillations, or brain rhythms. When we record electrical activity from almost any brain region, we see a diverse set of rhythms, which reflect the brain’s computation in that region. We are interested in the biological mechanisms that generate these rhythms, and how they influence the brain’s information processing.” - -See Cole’s article here: - -For further information on Cole’s research, please visit his main webpage: - diff --git a/_spotlights/2017-02-20-neuroscientist.md b/_spotlights/2017-02-20-neuroscientist.md deleted file mode 100644 index 6a068d20..00000000 --- a/_spotlights/2017-02-20-neuroscientist.md +++ /dev/null @@ -1,61 +0,0 @@ ---- -title: For neuroscientist Chris Cox, the OSG helps process mountains of data -canonical_url: https://osg-htc.org/spotlights/neuroscientist.html -image: - path: - alt: -description: | - Whether exploring how the brain is fooled by fake news or explaining the - decline of knowledge in dementia, cognitive neuroscientists like Chris Cox - are relying more on high-throughput computing resources like the Open Science - Pool to understand how the brain makes sense of information. -excerpt: | - Whether exploring how the brain is fooled by fake news or explaining the - decline of knowledge in dementia, cognitive neuroscientists like Chris Cox - are relying more on high-throughput computing resources like the Open Science - Pool to understand how the brain makes sense of information. -publish_on: - - osg - - htcondor ---- -Whether exploring how the brain is fooled by fake news or explaining the decline of knowledge in dementia, cognitive neuroscientists like Chris Cox are relying more on high-throughput computing resources like the Open Science Pool to understand how the brain makes sense of information. - -Cognitive neuroscientist Chris Cox recently defended his dissertation at the University of Wisconsin Madison (UW-Madison). Unlike molecular or cellular study of neuroscience, cognitive neuroscience seeks a larger view of neural systems—of “how the brain supports cognition,” said Cox. - -Cox and other neuroscience researchers seek to understand which parts of the brain support memory and decision making, and answer more nuanced questions like how objects are represented in the brain. For Cox, this has involved developing new techniques for studying the brain that rely heavily on high-throughput computing. - -“Our research gets into the transformations that take place in the brain. We ask questions like ‘how is information from our senses combined to support abstract knowledge that seems to transcend our senses,’” said Cox. “For example, we can recognize a single object from different perspectives and scales as being the same thing, and when we read a word we can call to mind all kinds of meaning that have little if anything to do with the letters on the page.” - -The brain is highly complex, so neural imaging methods like functional MRI yield thousands of individual data points for every two seconds of imaging. Cox first turned to high performance computing and finally to the Open Science Pool for high-throughput computing (HTC) to deal with the massive amounts of data. Because computing support at UW-Madison is so seamless, when he first started out on HTC, Cox wasn’t even aware that the OSG was powering the vast improvement in his research. - -“The OSG at UW-Madison is like flipping a switch,” said Cox. “It cut my computing time in half and was totally painless. Our research was a good candidate for the OSG and the advantages of HTC. The OSG and the Center for High Throughput Computing at UW-Madison have empowered us to get results quickly that inform our next steps. This would be impossible without the extensive and robust HTC infrastructure provided by the OSG.” - -A 45-minute experiment from many participants would produce enormous amounts of data. “From that, we can make inferences that generalize to humanity at large about how our brains work,” said Cox. “Our previous approach was to only look for activation that is located in the same place in the brain in different people and look for anatomical landmarks that we can line up across people. Then we ask whether they respond the same way (across people).” - -“But now, we have expanded beyond that approach and look at how multiple parts of the brain are working together,” said Cox. “Even in one region of the brain, not every subcomponent might be working the same way, so when we start adding in all this extra diversity of the activation profile, we get very complicated models that have to be tuned to the data set.” - -Cox’s major parameters now are how many data points to include when it’s time to build a model. “For cross-validation, that then increases the need for computing by an order of magnitude,” said Cox. - -Each model can take 30 minutes to an hour to compute. Cox then runs hundreds of thousands of them to narrow in on the appropriate parameter values. - -Further increasing the computational burden, this whole procedure has to be done multiple times, each time holding out a portion of the data for cross-validation. “By cross-validating and running simulations to determine what random performance looks like, we can test whether the models are revealing something meaningful about the brain,” said Cox. - -Cox gains a particular advantage from high-throughput computing on the OSG by creating novel optimization procedures to probe MRI data that is more connected with cognitive theory. - -“Saving a minute or two on each individual job is not important,” said Cox. “Our main priority can focus on the most conceptually sound algorithms and we can get to real work more quickly. We don’t need to optimize for a HPC cluster, we can just use the scale of HTC.” - -Cox’s research is beginning to explore the neural dynamics involved when calling to mind a concept, with millisecond resolution. This requires looking at data collected with other methods like electroencephalography (EEG) and electrocortography (EcoG). Cox said that it takes about two full seconds for MRI to collect a single sample. - -“The problem is that lots of cognitive activity is going on in those two seconds that is being missed,” said Cox. “When you gain resolution in the time domain you have a chance to notice qualitative shifts that may delimit different neural processes. Identifying when they occur has a lot of theoretical relevance, but also practical relevance in understanding when information is available to the person.” - -“People think of the brain as a library—adding books to the stack and looking in a card catalog,” said Cox. “We are seeing knowledge more like Lego blocks than a library—no single block has meaning, but a collection can express meaning when properly composed. The brain puts those blocks together to give meaning. My research so far supports the Lego perspective over the library perspective.” - -Cognitive neuroscience may offer clues to cognitive decline, which in turn could inform how we think about learning, instruction, and training. How we understand challenges like dementia can lead to better, more correct therapies by understanding the patterns of decline in the brain. - -“Also, having a more accurate understanding of what it means to ‘know’ something can also help us understand how fake news and misinformation take hold in individuals and spread through social networks,” said Cox. “At the core of these issues are fundamental questions about how we process and assimilate information. - -“We know it is hard to get someone to change their mind, so the question is what is happening in the brain. The answers depend on a better understanding of what knowledge is and how we acquire it. Our research is pointed to these higher level questions.” - -“Once we had access to the computational resources of the OSG, we saw a paradigm shift in the way we think about research,” said Cox. “Previously, we might have jobs running for months. With HTC on the OSG, that job length became just a few days. It gave new legs to the whole research program and pushed us forward on new optimization techniques that we never would have tried otherwise.” - -– Greg Moore diff --git a/_spotlights/2017-06-02-veritas.md b/_spotlights/2017-06-02-veritas.md deleted file mode 100644 index 5aae328c..00000000 --- a/_spotlights/2017-06-02-veritas.md +++ /dev/null @@ -1,64 +0,0 @@ ---- -title: VERITAS and OSG explore extreme window into the universe -canonical_url: https://osg-htc.org/spotlights/veritas.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/veritas_1.png - alt: The four telescopes at their permanent location at the Fred Lawrence Whipple Observatory (FLWO) observatory one hour south of Tucson, AZ. -description: Understanding the universe has always fascinated mankind. The VERITAS Cherenkov telescope array unravels its secrets by detecting very-high-energy gamma rays from astrophysics sources. -excerpt: Understanding the universe has always fascinated mankind. The VERITAS Cherenkov telescope array unravels its secrets by detecting very-high-energy gamma rays from astrophysics sources. -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/veritas_1.png -card_alt: The four telescopes at their permanent location at the Fred Lawrence Whipple Observatory (FLWO) observatory one hour south of Tucson, AZ. -publish_on: - - osg ---- - -Understanding the universe has always fascinated mankind. The VERITAS Cherenkov telescope array unravels its secrets by detecting very-high-energy gamma rays from astrophysics sources. - -Gamma-ray astronomy studies the most energetic form of electromagnetic radiation, with photon energies in the GeV – TeV range (gigaelectronvolt to teraelectronvolt). The Very Energetic Radiation Imaging Telescope Array System (VERITAS) uses four 12-meter diameter imaging telescopes. The system uses the Imaging Atmospheric Cherenkov Telescope (IACT) technique to observe gamma rays that cause particle showers in Earth’s upper atmosphere. - -Inside the system, there are four photo-multiplier, 499-pixel cameras, each 0.15 degree in diameter, which record images of the showers by detecting the Cherenkov light emitted by particles in the air shower. The field of view of each camera is 3.5 degrees. - -There are currently three operating IACT arrays: H.E.S.S., MAGIC, and VERITAS. VERITAS is sensitive to very-high-energy (VHE) gamma rays in the energy range between ~80 GeV up to several tens of TeV. It is one of the most sensitive instruments in that energy band. - - -
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The Very Energetic Radiation Imaging Telescope Array System (VERITAS) uses four 12-meter diameter imaging telescopes. The system uses the Imaging Atmospheric Cherenkov Telescope (IACT) technique to observe gamma rays that cause particle showers in Earth’s upper atmosphere. The picture shows the four telescopes at their permanent location at the Fred Lawrence Whipple Observatory (FLWO) observatory one hour south of Tucson, AZ. Courtesy Nepomuk Otte.
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- -A. Nepomuk Otte, Ph.D., is an assistant professor in the School of Physics at the Georgia Institute of Technology. He works in the Center for Relativistic Astrophysics and is a collaborator in VERITAS. - -“We use the VERITAS telescopes in Arizona to study black holes, the remnants of exploding stars, pulsars, and other objects in the sky,” says Otte. “A high-energy gamma ray has a trillion times more energy than a light particle from the sun. When such a gamma ray hits the atmosphere, it produces millions of electrons and positrons that travel faster than the speed of light through the atmosphere.” - -Otte explains that these charged particles emit a bluish flash of light as they zip through the atmosphere. The VERITAS telescopes collect that light and project it onto special cameras to take an image of the particle shower. - -“In our analysis software, we compare the recorded images with simulated ones to find out if a shower was produced by an actual gamma ray or a cosmic ray, which would be a background event,” says Otte. “We also have to compare our events with simulated ones to reconstruct the energy and its origin in the sky—everything we need for a full reconstruction. For our analysis, it is crucial that we properly simulate our experiment to make sense of the data.” - -Otte relies on the Open Science Pool to run the simulations. “Without simulations, we are blind because the characteristics of each recorded image depend on too many parameters to be described analytically,” says Otte. “We have to repeat every step of the experiment in the computer, from the gamma-ray interaction in the atmosphere up to the point where the digitized photon detector signals are written to disk about 100 million times. That is a very time-consuming process.” Otte then compares each recorded event with simulated ones. “The simulated events that best match the recorded event tell us what the energy of the recorded event was and whether it was a gamma ray or a cosmic ray.” - -VERITAS began recording data ten years ago. Over that time span, VERITAS accumulated 10,000 hours of observations on more than 100 objects. Some objects were observed for more than 300 hours. The analysis of these large data sets is sensitive to even small differences between the experiment and the simulations, which was not important when VERITAS started. Two years ago, the VERITAS collaboration reworked the simulation models to account for these small differences by including more details about the experiment itself. - -“We had to rewrite large fractions of our simulation code,” says Otte. “The added detail also meant we needed more computing power. In the past, we could do our simulations on a few hundred CPUs. Now, we need a hundred times more power because we want to simulate ten times more showers than before.” - -OSG gives the VERITAS collaboration the computing power they need. “Using free cycles that others are not using is almost perfect for us,” says Otte. He and his group started using the OSG in August 2016. Initially, Otte wrote an XSEDE allocation application to use Stampede, and the XSEDE experts recommended OSG as a better fit for the project. “I knew about OSG, having used it for other experiments,” says Otte, “but the shared free cycles in this case was a huge help.” - -Otte says the grand challenge in their field is to look at the air showers in the atmosphere; they see very few gamma rays and just a handful of them observed for over 100 hours. At the same time, millions of background events are recorded that are cosmic rays but look very similar to gamma-ray air showers. “So, our challenge is to dig needles out of a huge haystack,” says Otte. “This has been a huge challenge for decades.” - -It was possible only after realizing the power of image analysis of air showers in the late 1980s to distinguish between gamma-ray events and background events with very high efficiency. The simulations tell what features to look for in the images to suppress the background events in the analysis. - -“Simulations are crucial,” says Otte. “We could not make sense of the data without them. And now with bigger data sets it has become very important to also include aspects of the telescopes that did not matter before. For example, we have now recorded events with energies of several tens of TeV. These events are extremely rare, but we have them in our data. The images of these events are so bright that a lot of the camera pixels saturate. We had not included these saturation effects in our simulations before and thus made large errors in reconstructing the energy of these events.” - -After the VERITAS analysis is done, the data are combined with observations in X-ray, radio, and optical and compared with models that try to explain what happens inside the source. One of the important science drivers for VERITAS is to find the origin of cosmic rays, which is a century-old puzzle. “The remnants of supernovae are prime candidates to accelerate cosmic rays,” says Otte. “In some cases, we resolve the expanding shell in gamma rays and can directly see where the cosmic rays come from.” - -Otte uses the OSG mostly for the simulations. “We don’t need these massive computing resources like other experiments might,” says Otte. “Running the simulations is a single effort that takes a lot of time and a lot of computing resources. Buying resources for such a short time would not be sustainable. The sharing concept of OSG is perfect for us. We borrow the resources, do production, have the data on disk, and then do our science for the next few years on our local computing clusters at the universities.” - -Without the OSG, Otte says they would be stuck with local clusters, and that would hold them back. Another important aspect for the VERITAS collaboration is they have groups across the nation with computing resources, but only the OSG can combine them all into one big virtual computing cluster. That makes them far more productive. “With tens of terabytes of data,” says Otte, “the grid makes things much easier.” - -“With the help of the OSG, we are exploring a new and very exciting window into the most extreme objects in our universe. Like black holes and exploding stars, we study the origin of dark matter, which makes up 25 percent of the universe, and we don’t even understand what it is. We explore the evolution of the universe and can even test the fabric of space-time. VERITAS is a very versatile tool and a world-leading instrument.” - -“As we pursue our research, we develop new technologies and algorithms. These find use in other areas as well. For example, the photon detector technology we use is also used in apparatus for cancer screening and diagnostics. And our algorithms can apply to and be used for other large data sets.” - -
- Picture of Veritas research group -
Research group of Nepomuk Otte. Courtesy Nepomuk Otte.
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diff --git a/_spotlights/2017-06-29-machine-learning.md b/_spotlights/2017-06-29-machine-learning.md deleted file mode 100644 index 204e20b5..00000000 --- a/_spotlights/2017-06-29-machine-learning.md +++ /dev/null @@ -1,60 +0,0 @@ ---- -title: Machine learning insights into molecular science using the Open Science Pool -canonical_url: https://osg-htc.org/spotlights/machine-learning.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/molcryst.png - alt: Example of a protein model that Isayev and his group study. Courtesy image. -description: | - Machine learning insights into molecular science using the Open Science Pool - Computation has extended what researchers can investigate in chemistry, biology, - and material science. Studying complex systems like proteins or nanocomposites can use similar techniques for common challenges. -excerpt: | - Machine learning insights into molecular science using the Open Science Pool - Computation has extended what researchers can investigate in chemistry, biology, - and material science. Studying complex systems like proteins or nanocomposites can use similar techniques for common challenges. -categories: Machine Learning -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/molcryst.png -card_alt: Example of a protein model that Isayev and his group study. Courtesy image. -publish_on: - - osg ---- - -Machine learning insights into molecular science using the Open Science Pool -Computation has extended what researchers can investigate in chemistry, biology, and material science. Studying complex systems like proteins or nanocomposites can use similar techniques for common challenges. For example, computational power is expanding the horizons of protein research and opening up vast new possibilities for drug discovery and disease treatment. - -Olexandr Isayev is an assistant professor at the School of Pharmacy, University of North Carolina (UNC) at Chapel Hill. Isayev is part of a group at UNC using machine learning for chemical problems and material science. - -“Specifically, we apply machine learning to chemical and material science data to understand the data, find patterns in it, and make predictive models,” says Isayev. “We focus on three areas: computer-aided design of novel materials, computational drug discovery, and acceleration of quantum mechanical methods with GPUs (graphic processing units) and machine learning.” - -For studying drug discovery, where small organic molecule binds to a protein receptor, Isayev uses machine learning to build predictive models based on historical collection of experimental data. “We want to challenge models and find a new molecule with better binding properties,” says Isayev. - -
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- Protein model visualization -
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Protein Model
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Example of a protein model that Isayev and his group study. Courtesy image.

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- -Similar to the human genome project, five years ago President Obama created a new Materials Genome Initiative to accelerate the design of new materials. Using machine learning methods based on the crystal structure of the material he is studying, Isayev can predict its physical properties. - -“Looking at a molecule or material based on geometry and topology, we can get the energy, and predict critical physical properties,” says Isayev. “This machine learning allows us to avoid many expensive uses of numeric simulation to understand the material.” - -The challenge for Isayev’s group is that initial data accumulation is extremely numerically time consuming. So, they use the Open Science Pool to run simulations. Based on the data, they train their machine learning model, so the next time, instead of a time-consuming simulation model, they can use the machine learning model on a desktop PC. - -“Using machine learning to do the preliminary screening saves a lot of computing time,” says Isayev. “Since we performed the hard work, scientists can save a lot of time by prioritizing a few promising candidate materials instead of running everything.” - -For studying something like a photovoltaic semiconductor, Isayev selects a candidate after running about a thousand of quantum mechanical calculations. He then uses machine learning to screen 50,000 materials. “You can do this on a laptop,” says Isayev. “We prioritize a few—like ten to fifty. We can predict what to run next instead of running all of them. This saves a lot of computing time and gives us a powerful tool for screening and prioritization.” - -On the OSG, they run “small density function (DFT) calculations. We are interested in molecular properties,” says Isayev. “We run a program package called ORCA (Quantum Chemistry Program), a free chemistry package. It implements lots of QM methods for molecules and crystals. We use it and then we have our own scripts, run them on the OSG, collect the data, and then analyze the data.” - -“I am privileged to work with extremely talented people like Roman Zubatyuk,” says Isayev. Zubatyuk works with Isayev on many different projects. “Roman has developed our software ecosystem container using [Docker](https://www.docker.com/what-docker). These simulations run locally on our machines through the Docker virtual environment and eliminate many issues. With a central database and set of scripts, we could seamlessly run hundreds of thousands of simulations without any problems.” - -Finding new materials and molecules are hard science problems. “There is no one answer when looking for a new molecule,” says Isayev. “We cannot just use brute force. We have to be creative because it is like looking for a needle in a hay stack.” - -For something like a solar cell device, researchers might find a drawback in the performance of the material. “We are looking to improve current materials, improve their performance, or make them cheaper, so we can move them to mass production so everyone benefits,” says Isayev. - -“For us, the OSG is a fantastic resource for which we are very grateful,” says Isayev. “It gives us access to computation that enables our simulations that we could not do otherwise. To run all our simulations requires lots of computing resources that we cannot run on a local cluster. To do our simulation screening, we have to perform lots of calculations. We can easily distribute these calculations because they don’t need to communicate to each other. The OSG is a perfect fit.” - diff --git a/_spotlights/2017-08-29-astronomy-archives.md b/_spotlights/2017-08-29-astronomy-archives.md deleted file mode 100644 index 8d14125b..00000000 --- a/_spotlights/2017-08-29-astronomy-archives.md +++ /dev/null @@ -1,91 +0,0 @@ ---- -title: "Astronomy archives are creating new science every day" -canonical_url: https://raw.githubusercontent.com/CHTC/Articles/main/images/groom-title.jpg -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/groom-title.jpg - alt: Trappist Solar System -description: | - The TRAPPIST-1 system contains a total of seven planets, all around the size of Earth. - Three of them — TRAPPIST-1e, f and g — dwell in their star’s so-called “habitable zone.” - The habitable zone, or Goldilocks zone, is a band around every star (shown here in green) - where astronomers have calculated that temperatures are just right — not too hot, not too - cold — for liquid water to pool on the surface of an Earth-like world. -excerpt: | - The TRAPPIST-1 system contains a total of seven planets, all around the size of Earth. - Three of them — TRAPPIST-1e, f and g — dwell in their star’s so-called “habitable zone.” - The habitable zone, or Goldilocks zone, is a band around every star (shown here in green) - where astronomers have calculated that temperatures are just right — not too hot, not too - cold — for liquid water to pool on the surface of an Earth-like world. -categories: Astronomy -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/groom-title.jpg -card_alt: Trappist Solar System -publish_on: - - osg ---- - -Accumulated data sets from past and current astronomy research are not dead. Researchers are still doing new science with old data and still making new discoveries. - -Steve Groom serves as task manager for the NASA/IPAC Infrared Science Archive (IRSA), part of the Infrared Processing and Analysis Center (IPAC) located on the campus of the California Institute of Technology (Caltech) in Pasadena, California. He and his colleagues archive the data sets from NASA’s infrared astronomy missions. By preserving the data, they enable more research. One of the most valuable of these is the Spitzer Space Telescope, which was recently instrumental in confirming the existence of Trappist One, a star with several earth-like planets. - - -
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The TRAPPIST-1 System
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- The TRAPPIST-1 system contains a total of seven planets, all around the size of Earth. - Three of them — TRAPPIST-1e, f and g — dwell in their star’s so-called “habitable zone.” - The habitable zone, or Goldilocks zone, is a band around every star (shown here in green) - where astronomers have calculated that temperatures are just right — not too hot, not too - cold — for liquid water to pool on the surface of an Earth-like world. Courtesy NASA/JPL-Caltech. -

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- TRAPPIST-1 system -
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- -“For example, we are learning how galaxies form by looking at patterns,” says Groom. A partner, the NASA Extra-Galactic Database (NED), compiles measurements of galaxies into a coherent database. Researchers discovered a whole new, previously unknown, class of galaxy (a superluminous spiral). “Theories said it shouldn’t exist, but the data was there, and someone mined the data. These huge data points need to be put to use, so new science can be done. That can only be achieved through computing.” - -
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- The Spitzer Space Telescope CTA -
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- Figure 2: The Spitzer Space Telescope cryogenic telescope assembly (CTA) - being prepared for vibration testing. Courtesy NASA/JPL-Caltech. -

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- -“We are data recyclers,” says Groom. “We exist to support research that the original mission did not envision or could not do. We are now looking at computing because the data volumes are getting really large.” - -Groom presented his work at the OSG All Hands Meeting in March 2017, including research highlights of science that has been done using the archive’s data. Because of this data tsunami, Groom is exploring the use of the Open Science Pool. - -“New science is being done not by retrieving a single observation but by looking at large numbers of observations and looking for patterns,” says Groom. To see those patterns, researchers must process all the data or large amounts of it at once. But the data are becoming so large that they are becoming difficult to move. - -“We have a lot of data but not a lot of computing resources to make available to outside researchers,” says Groom. “Researchers have computing but not the data. We are looking to bridge that gap.” - -The Wide-field Infrared Survey Explorer (WISE), which maps the sky in infrared wavelengths, was reactivated in 2013 and renamed NEOWISE to search for solar system objects like asteroids. The data sets consist of both images of the entire sky along with catalogs of measurements made on those images. “If a researcher wants to download the catalog, the logistics are difficult,” says Groom. “In terms of a spreadsheet—even though it isn’t in that format—it would be 120 billion rows. We recently produced a subset of 9.5 billion rows and the compressed ASCII text files are three terabytes.” The researchers must download it, uncompress it, and put it into a usable format. - -Now comes the role of computing. “Researchers need access to capabilities,” says Groom. “We have limited staff, but our purpose is to help researchers get access to that data. So, we are looking for shared computing resources where researchers can get access to the data sets and do the computing. The OSG’s computing resources and good network connectivity make that a good option for the remote researcher who may have neither.” - -Increasingly, they see researchers need to do large-scale data processing, like fast inventories or visualizations, and produce large-scale mosaics of survey data that are useful for researchers. -The archive can use the OSG to produce these short-term reference products. Groom also wants to understand how their research partners could use the OSG. “We want to provide access without the need to download everything,” says Groom. “Data centers and other archives like us that NASA funds all have large data sets. When a researcher wants to combine data from different sites, they make that happen through high performance computing and high performance networking. We need to become like a third-party broker for the research.” - -Astronomy is a relative newcomer to the need for high performance and high throughput computing. Now, astronomers have a lot more data, like physics did years ago. - -“We help people get science out of existing data,” says Groom. NASA funds missions like the Spitzer space telescope, Hubble, and other survey missions to do certain kinds of science. We track publication metrics (of science done using astronomy datasets), and we look for references to our data sets. We’ve found in some of our major NASA missions that, a few years after these missions go into operation, the number of papers produced by archival research grows to exceed the originally funded missions.” - -For example, a Principal Investigator can write a proposal to observe a particular part of the sky with the Spitzer Space Telescope. Once the data are public, anyone can browse the library of Spitzer data and reuse the data for their own (different) science goals, even if they were not involved with the original proposal,” says Groom. - -Some researchers look at patterns in Spitzer Space Telescope images and apply machine learning techniques to look for classes of objects based on their shape. “Sometimes a star has something like a bubble shell around it (dust has been cleared out by these bubbles),” says Groom. “Researchers have adopted machine learning to look for these bubbles. They have to download huge data sets to do this. The data sets have the potential to be mined but need computing resources.” - -Many other astronomy projects are also producing massive data sets. Groom’s organization is also involved in the Large Synoptic Survey Telescope (LSST) in Chile, which can take images every 30 seconds. “Astronomy is now seeing things as a movie and creating new branches of science,” says Groom. This increases the volume of data. LSST will by itself produce huge amounts of data. - -The Zwicky Transient Facility (ZTF) at Palomar Observatory with a 600 megapixel camera, will go online this summer. It can watch things unfold in near-real time. The ZTF will observe 1 million events per night. Again, this means much more data. - -Next steps - -The archive is seeking to expand the resources it can offer to researchers, and find ways to better support the use of community computing resources such as OSG with those at the archive. “We either need to adjust funding or provide more funding,” says Groom. “We have to focus on the task at hand: We have all this data that needs computing. Astronomy is late to the big-data game and astronomers are new to large data sets. Our job is to help our community get up to speed. We are also talking to our peer archives to hold workshops about ways to write programs to grab data.” - diff --git a/_spotlights/2018-03-01-des-expanding-universe.md b/_spotlights/2018-03-01-des-expanding-universe.md deleted file mode 100644 index c8ac1c16..00000000 --- a/_spotlights/2018-03-01-des-expanding-universe.md +++ /dev/null @@ -1,86 +0,0 @@ ---- -title: Des Expanding Universe -canonical_url: https://osg-htc.org/spotlights/des-expanding-universe.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/Dark-Matter-Map-II-e1521045294690.jpg - alt: Dark Matter Map Graph -description: | - DES looks to the Open Science Pool to provide a portion of their computing power. - Over the last year, DES has gained roughly 4.58 million hours (522 years) of computing - from OSG. -excerpt: | - DES looks to the Open Science Pool to provide a portion of their computing power. - Over the last year, DES has gained roughly 4.58 million hours (522 years) of computing - from OSG. -publish: true -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/Dark-Matter-Map-II-e1521045294690.jpg -card_alt: Dark Matter Map Graph -publish_on: - - osg ---- - -Since its beginning, our universe has been expanding. The early work of scientists -such as Edwin Hubble gave us proof that galaxies across the universe are moving apart -from one another. Hubble’s law states, "Objects observed in deep space are found to -have a red shift, interpreted as a relative velocity away from Earth." The -[Dark Energy Survey](https://www.darkenergysurvey.org) (DES) seeks to help unravel -the mysteries of what forces are causing this expansion by focusing on dark energy -and how it constantly remaps the cosmos. - -As stated by the DES collaboration, "DES is an international, collaborative effort to -map hundreds of millions of galaxies, detect thousands of supernovae, and find patterns -of cosmic structure that will reveal the nature of the mysterious dark energy that is -accelerating the expansion of our universe." Starting on August 31, 2013, researchers -began taking data from a telescope at the Cerro Tololo Inter-American Observatory in -Chile. This telescope has a 4 meter mirror and an attached 570 megapixel digital camera, -called DECam. Over a five-year period, the observatory allotted DES researchers 525 -nights of observation in order to complete a wide-area survey of approximately 300 million -galaxies. - -The amount of data produced during these observations is immense. According to the DES -DR1 Data Release, this catalog contains, "over 38,000 single exposure images, close to -62,000 coadd images covering 10,388 tiles over roughly 5,000 square degrees within the -DES footprint, resulting in nearly 400M distinct cataloged objects." To sort through -this data is no trivial task. Ken Herner, Application developer and System Analyst at -Fermilab (working on DES Computing), tells us that analyzing this data is very memory -intensive, as it includes massive amounts of cosmology simulation, among other types of -analysis. - -
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Dark Matter map
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- Map of dark matter, measured through weak lensing with Science Verification Data (Image Credit: DES Collaboration) -

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- Dark matter map -
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- -To help in these efforts, DES looks to the Open Science Pool to provide a portion of their computing power. -Over the last year, DES has gained roughly 4.58 million hours (522 years) of computing -from OSG. "The main areas OSG has provided resources have been to the TNO/dwarf planet work, -and the LIGO follow-up efforts," says Herner. -[TNO stands for trans-Neptunian Object](https://phys.org/news/2016-12-dark-energy-survey-potential-dwarf.html), -which is any is any minor planet in the Solar System that orbits the Sun at a average distance -greater than Neptune, and LIGO is the "Laser Interferometer Gravitational-Wave Observatory," -which is best known for the Nobel Prize-winning direct observation of [gravitational waves](/news/2017/10/05/ligo-wins-nobel-prize.html). - -Herner expects even more DES workflows coming over to OSG in the next year. With year five -of data taking having ended just weeks ago, Herner tells us that, "there will almost -certainly be an extra half-year this fall to make up for poor weather in Year 3. After that, -we’ll do final data analysis until ~2021." - -The research and analysis that DES has completed -so far has exceeded expectations. Of the milestones so far, Herner states, "[DES has] the -world's most accurate dark matter map so far, competitive measurement of cosmological parameters -(with even better results to come), the binary neutron star merger follow-up, extreme -Trans-Neptunian object and dwarf planet discoveries, stellar streams in the Milky Way, to -name a few." - -As stated before, by receiving more workflows in the future, OSG will become an even larger -part of the discoveries to come. We look forward to helping DES further understand the -nature of dark energy in our ever-expanding universe. - -For more info, please visit: [https://www.darkenergysurvey.org](https://www.darkenergysurvey.org) diff --git a/_spotlights/2019-11-22-gpu-cloudburst.md b/_spotlights/2019-11-22-gpu-cloudburst.md deleted file mode 100644 index f1a14b12..00000000 --- a/_spotlights/2019-11-22-gpu-cloudburst.md +++ /dev/null @@ -1,231 +0,0 @@ ---- -title: "SDSC and IceCube Center Conduct GPU Cloudburst Experiment" -author: Jan Zverina jzverina@sdsc.edu -canonical_url: https://osg-htc.org/spotlights/gpu-cloudburst.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/byregion.png - alt: Number of cloud instances over time -description: > - The San Diego Supercomputer Center (SDSC) and the - Wisconsin IceCube Particle Astrophysics Center (WIPAC) at the University - of Wisconsin–Madison successfully completed a computational experiment - as part of a multi-institution collaboration that marshalled all - globally available for sale GPUs (graphics processing units) across - Amazon Web Services, Microsoft Azure, and the Google Cloud - Platform. -excerpt: > - The San Diego Supercomputer Center (SDSC) and the - Wisconsin IceCube Particle Astrophysics Center (WIPAC) at the University - of Wisconsin–Madison successfully completed a computational experiment - as part of a multi-institution collaboration that marshalled all - globally available for sale GPUs (graphics processing units) across - Amazon Web Services, Microsoft Azure, and the Google Cloud - Platform. -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/byregion.png -card_alt: Number of cloud instances over time -publish_on: - - osg ---- - - - - - -The San Diego Supercomputer Center (SDSC) and the -Wisconsin IceCube Particle Astrophysics Center (WIPAC) at the University -of Wisconsin–Madison successfully completed a computational experiment -as part of a multi-institution collaboration that marshalled all -globally available for sale GPUs (graphics processing units) across -Amazon Web Services, Microsoft Azure, and the Google Cloud -Platform. - -In all, some 51,500 GPU processors were used during the -approximately 2-hour experiment conducted on November 16 and funded -under a [National Science Foundation EAGER -grant](https://www.nsf.gov/awardsearch/showAward?AWD_ID=1941481&HistoricalAwards=false). -The experiment used simulations from the [IceCube Neutrino -Observatory](https://icecube.wisc.edu/), an array of some 5,160 -optical sensors deep within a cubic kilometer of ice at the South Pole. -In 2017, researchers at the NSF-funded observatory [found the first evidence of a source of high-energy -cosmic -neutrinos](https://www.sdsc.edu/News%20Items/PR20180712_IceCube_neutrino.html) -– subatomic particles that can emerge from their sources and pass -through the universe unscathed, traveling for billions of light years to -Earth from some of the most extreme environments in the universe. - -
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Number and PFLOPS32 provided to IceCube Computing
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- -The experiment – completed just prior to the opening of -the International Conference for High Performance Computing, Networking, -Storage, and Analysis (SC19) in Denver, CO – was coordinated by Frank -Würthwein, SDSC Lead for High-Throughput Computing, and Benedikt Riedel, -Computing Manager for the IceCube Neutrino Observatory and Global -Computing Coordinator at [WIPAC](https://wipac.wisc.edu/). - -Igor Sfiligoi, SDSC’s lead scientific software developer -for high-throughput computing, and David Schultz, a production software -manager with IceCube, conducted the actual run. - -“We focused this GPU cloud burst in the area of multi-messenger astrophysics, which is based on the -observation and analysis of what we call ‘messenger’ signals, in this -case neutrinos,” said Würthwein, also a physics professor at the -University of California San Diego and Executive Director of the [OSG](https://opensciencegrid.org/), a multi-disciplinary -research partnership specializing in high-throughput computational -services funded by the NSF. - -“The NSF chose multi messenger astronomy as one of its -[10 Big -Ideas](https://www.nsf.gov/news/special_reports/big_ideas/universe.jsp) -to focus on during the next few years,” said Würthwein. “We now have -instruments that can measure gravitational waves, neutrinos, and various -forms of light to see the most violent events in the universe. We’re -only starting to understand the physics behind such energetic celestial -phenomena that can reach Earth from deepest space.” - -The net result was a peak of about 51k GPUs of various -kinds, with an aggregate peak of about 380 PFLOP32s (according to NVIDIA -specifications), according to Sfiligoi. - - -
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GPU SpecsV100P100P40P4T4M60K80K520
Num GPUS9.2k7.2k2.1k0.5k4.6k10.1k12.5k5.4k
PFLOP32s132.268.125.22.538.648.851.612.4
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Absolute number of resources provided to IceCube
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- -“For comparison, the Number 1 TOP100 HPC system, [*Summit*, (based at Oak Ridge National -Laboratory)](https://www.olcf.ornl.gov/summit/) has a nominal -performance of about 400 PFLOP32s. So, at peak, our cloud-based cluster -provided almost 95% of the performance of *Summit*, at least for the -purpose of IceCube simulations. - -The relatively short time span of the experiment showed -the ability to conduct a massive amount of data processing within a very -short period – an advantage for research projects that must meet a tight -deadline. Francis Halzen, principal investigator for IceCube, a -Distinguished Professor at the University of Wisconsin–Madison, and -director of the university’s Institute for Elementary Particle Physics, -foresaw this several years ago. - -“We have initiated an effort to improve the calibration -of the instrument that will result in sensitivity improved by an -estimated factor of four,” wrote Halzen. “We can apply this improvement -to 10 years of archived data, thus obtaining the equivalent of 40 years -of current IceCube data.” - -“We conducted this experiment with three goals in mind,” -said IceCube’s Riedel. “One obvious goal was to produce simulations that -will be used to do science with IceCube for multi-messenger -astrophysics. But we also wanted to understand the readiness of our -cyberinfrastructure for bursting into future Exascale-class facilities -such as Argonne’s *Aurora* or Oak Ridge’s *Frontier,* when they become -available. And more generally, we sought to determine how much GPU -capacity can be bought today for an hour or so GPU burst in the -commercial cloud.” - -“This was a social experiment as well,” added Würthwein. -“We scavenged up all available GPUs on demand across 28 cloud regions -across three continents – North America, Europe, and Asia. The results -of this experiment tell us that we can elastically burst to very large -scales of GPUs using the cloud, given that exascale computers don’t -exist now but may soon be used in the coming years. The demo also shows -such bursting of massive data, is suitable for a wide range of -challenges across astronomy and other sciences. To the extent that the -elasticity is there, we believe that this can be applied across all of -scientific research to get results quickly.” - -
- -
Regions used in the GPU experiment across AWS, GCP, and Azure
-
- -HTCondor was used to integrate all purchased GPUs into a -single resource pool to which IceCube submitted their workflows from -their home base in Wisconsin. This was accomplished by aggregating -resources in each cloud region, and then aggregating those aggregators -into a single global pool at SDSC. - -“This is very similar to the production infrastructure -that OSG operates for IceCube to aggregate dozens of ‘on-prem’ clusters -into a single global resource pool across the U.S., Canada, and Europe,” -said Sfiligoi. - -An additional experiment to reach even higher scales is -likely to be made sometime around the Christmas and New Year holidays, -when commercial GPU use is traditionally lower, and therefore -availability of such GPUs for scientific research is greater. - -Acknowledgment: Thanks to the NSF for their support of -this endeavor as part of the -[OAC-1941481](https://www.nsf.gov/awardsearch/showAward?AWD_ID=1941481&HistoricalAwards=false), -[MPS-1148698](https://nsf.gov/awardsearch/showAward?AWD_ID=1148698&HistoricalAwards=false), -[OAC-1841530](https://www.nsf.gov/awardsearch/showAward?AWD_ID=1841530&HistoricalAwards=false) -and -[OAC-1826967](https://www.nsf.gov/awardsearch/showAward?AWD_ID=1826967&HistoricalAwards=false). -Special thanks also to all the support personnel from AWS, Azure, Google -Cloud and Strategic Blue, who helped raise all the necessary quotas and -limits. And all of this would of course not be possible without the hard -work of Igor Sfiligoi, David Schultz, Frank Würthwein and Benedikt Riedel. - -### Related Articles -- [HPCWire - 51,000 Cloud GPUs Converge to Power Neutrino Discovery at the South Pole](https://www.hpcwire.com/2019/11/22/51000-cloud-gpus-converge-to-power-neutrino-discovery-at-the-south-pole/) -- [Inside HPC - SDSC Conducts 50,000+ GPU Cloudburst Experiment with Wisconsin IceCube Particle Astrophysics Center](https://insidehpc.com/2019/11/sdsc-conducts-50000-gpu-cloudburst-experiment-with-wisconsin-icecube-particle-astrophysics-center/) -- [Igor Sfiligoi - Using 50k GPUs across multiple Clouds for IceCube Science](https://www.linkedin.com/pulse/using-50k-gpus-across-multiple-clouds-icecube-science-igor-sfiligoi/) - - - diff --git a/_spotlights/2021-01-15-Using-HTCondor-For-Large-File-Transfer.md b/_spotlights/2021-01-15-Using-HTCondor-For-Large-File-Transfer.md deleted file mode 100644 index bc6be4bd..00000000 --- a/_spotlights/2021-01-15-Using-HTCondor-For-Large-File-Transfer.md +++ /dev/null @@ -1,40 +0,0 @@ ---- -title: "How to Transfer 460 Terabytes? A File Transfer Case Study" -canonical_url: https://osg-htc.org/spotlights/Using-HTCondor-For-Large-File-Transfer.html -image: - path: - alt: -description: How Greg Daues at the National Center for Super Computing Applications used HTCondor to transfer 460 terabytes of data. -card_src: -card_alt: -publish_on: - - osg - - htcondor ---- - -When Greg Daues at the National Center for Supercomputing Applications (NCSA) needed to transfer 460 Terabytes of NCSA files from the National Institute of Nuclear and Particle Physics (IN2P3) in Lyon, France to Urbana, Illinois, for a project they were working with FNAL, CC-IN2P3 and the Rubin Data Production team, he turned to the HTCondor High Throughput system, not to run computationally intensive jobs, as many do, but to manage the hundreds of thousands of I/O bound transfers. - -

The Data

- -IN2P3 made the data available via https, but the number of files and their total size made the management of the transfer an engineering challenge. There were two kinds of files to be transferred, with 3.5 million files with a median size of roughly 100 Mb, and another 3.5 million smaller files, with a median size of about 10 megabytes. Total transfer size is roughly 460 Terabytes. - -

The Requirements

- -The requirement for this transfer was to reliably transfer all the files in a reasonably performant way, minimizing the human time to set up, run, and manage the transfer. Note the noni-goal of optimizing for the fastest possible transfer time -- reliability and minimizing the human effort take priority here. Reliability, in this context implies: - -Failed transfers are identified and re-run (with millions of files, a failed transfer is almost inevitable) -Every file will get transferred -The operation will not overload the sender, the receiver, or any network in between - -

The Inspiration

- -Daues presented unrelated work at the 2017 HTCondor Week workshop. At this workshop, he heard about the work of Phillip Papodopolous at UCSD, and his international Data Placement Lab (iDPL). iDPL used HTCondor jobs solely for transferring data between international sites. Daues re-used and adapted some of these ideas for NCSA’s needs. - -

The Solution

-First, Daues installed a “mini-condor”, an HTCondor pool entirely on one machine, with an access point and eight execution slots on that same machine. Then, given a single large file containing the names of all the files to transfer, he ran the Unix split command to create separate files with either 50 of the larger files, or 200 of the smaller files. Finally, using the HTCondor submit file command - -Queue filename matching files *.txt - -the condor_submit command creates one job per split file, which runs the wget2 command and passes the list of filenames to wget2. The HTCondor access point can handle tens of thousands of idle jobs, and will schedule these jobs on the eight execution slots. While more slots would yield more overlapped i/o, eight slots were chosen to throttle the total network bandwidth used. Over the course of days, this machine with eight slots maintained roughly 600 MB/seconds. - -*(Note that the machine running HTCondor did not crash during this run, but if it had, all the jobs, after submission, were stored reliably on the local disk, and at such time as the crashed machine restarted, and the init program restarted the HTCondor system, all interrupted jobs would be restarted, and the process would continue without human intervention.)* diff --git a/_spotlights/2021-08-10-Science-Gateway.md b/_spotlights/2021-08-10-Science-Gateway.md deleted file mode 100644 index 60dfa281..00000000 --- a/_spotlights/2021-08-10-Science-Gateway.md +++ /dev/null @@ -1,61 +0,0 @@ ---- -title: "OSG fuels a student-developed computing platform to advance RNA nanomachines" -canonical_url: https://osg-htc.org/spotlights/Science-Gateway.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/Science-Gateway-Students.jpeg - alt: Nebraska standing at graduation -description: How undergraduates at the University of Nebraska-Lincoln developed a science gateway that enables researchers to build RNA nanomachines for therapeutic, engineering, and basic science applications.\ -excerpt: How undergraduates at the University of Nebraska-Lincoln developed a science gateway that enables researchers to build RNA nanomachines for therapeutic, engineering, and basic science applications. -publish: true -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/Science-Gateway-Students.jpeg -card_alt: Nebraska standing at graduation -author: Josephine Watkins -publish_on: - - osg ---- -***How undergraduates at the University of Nebraska-Lincoln developed a science gateway that enables researchers to build RNA nanomachines for therapeutic, engineering, and basic science applications.*** - - -UNL students on graduation - -*The UNL students involved in the capstone project, on graduation day. Order from left to right: Evan, Josh, Dan, Daniel, and Conner.* - -When a science gateway built by a group of undergraduate students is deployed this fall, it will open the door for researchers to leverage the capabilities of advanced software and the capacity of the [Open Science Pool](https://opensciencegrid.org/about/open_science_pool/) (OSPool). Working under the guidance of researcher [Joe Yesselman](https://chem.unl.edu/joseph-yesselman) and longtime OSG contributor [Derek Weitzel](https://derekweitzel.com/), the students united advanced simulation technology and a national, open source of high throughput computing capacity –– all within an intuitive, web-accessible science gateway. - -Joe, a biochemist, has been fascinated by computers and mathematical languages for as long as he can remember. Reminiscing to when he first adopted computer programming and coding as a hobby back in high school, he reflects: “English was difficult for me to learn, but for some reason mathematical languages make a lot of sense to me.” - -Today, he is an Assistant Professor of Chemistry at the University of Nebraska-Lincoln (UNL), and his affinity for computer science hasn’t waned. Leading the [Yesselman Lab](https://yesselmanlab.com/), he relies on the interplay between computation and experimentation to study the unique structural properties of RNA. - -In September of 2020, Joe began collaborating with UNL’s [Holland Computing Center](https://hcc.unl.edu/) (HCC) and the [OSG](https://opensciencegrid.org/) to accelerate RNA nanostructure research everywhere by making his lab’s [RNAMake software suite](https://simtk.org/frs/?group_id=1749) accessible to other scientists through a web portal. RNAMake enables researchers to build nanomachines for therapeutic, engineering, and basic science applications by simulating the 3D design of RNA structures. - -Five UNL undergraduate students undertook this project as part of a year-long computer science capstone experience. By the end of the academic year, the students developed a science gateway –– an intuitive web-accessible interface that makes RNAMake easier and faster to use. Once it’s deployed this fall, the science gateway will put the Yesselman Lab’s advanced software and the shared computing resources of the OSPool into the hands of researchers, all through a mouse and keyboard. - -The gateway’s workflow is efficient and simple. Researchers upload their input files, set a few parameters, and click the submit button –– no command lines necessary. Short simulations will take merely a few seconds, while complex simulations can last up to an hour. Once the job is completed, an email appears in their inbox, prompting them to analyze and download the resulting RNA nanostructures through the gateway. - -This was no small feat. Collaboration among several organizations brought this seemingly simple final product to fruition. - -To begin the process, the students received a number of startup allocations from the [Extreme Science and Engineering Discovery Environment](https://www.xsede.org/) (XSEDE). When it was time to build the application, they used [Apache Airavata](https://airavata.apache.org/) to power the science gateway and they extended this underlying software in some notable ways. In order to provide researchers with more intuitive results, they implemented a table viewer and a 3D molecule visualization tool. Additionally, they added the ability for Airavata to submit directly to [HTCondor](https://research.cs.wisc.edu/htcondor/index.html), making it possible for simulations to be distributed across the resources offered by the OSPool. - -The simulations themselves are small, short, and can be run independently. Furthermore, many of these simulations are needed in order to discover the right RNA nanostructures for each researcher’s purpose. Combined, these qualities make the jobs a perfect candidate for the OSPool’s distributed high throughput computing capabilities, enabled by computing capacity from campuses across the country. - -Commenting on the incorporation of OSG resources, project sponsor Derek Weitzel explains how the gateway “not only makes it easier to use RNAMake, but it also distributes the work on the OSPool so that researchers can run more RNAMake simulations at the same time.” If the scientific process is like a long road trip, using high throughput computing isn’t even like taking the highway –– it’s like skipping the road entirely and taking to the skies in a high-speed jet. - -The science gateway has immense potential to transform the way in which RNA nanostructure research is conducted, and the collaboration required to build it has already made lasting impacts on those involved. The group of undergraduate students are, in fact, no longer undergraduates. The team’s student development manager, Daniel Shchur, is now a software design engineer at [Communication System Solutions](https://www.css-design.com/) in Lincoln, Nebraska. Reflecting on the capstone project, he remarks, “I think the most useful thing that my teammates and I learned was just being able to collaborate with outside people. It was definitely something that wasn’t taught in any of our classes and I think that was the most invaluable thing we learned.” - -But learning isn’t just exclusive to students. Joe notes that he gained some unexpected knowledge from the students and Derek. “I learned a ton about software development, which I’m actually using in my lab,” he explains. “It’s very interesting how people can be so siloed. Something that’s so obvious, almost trivial for Derek is something that I don’t even know about because I don’t have that expertise. I loved that collaboration and I loved hearing his advice.” - -In the end, this collaboration vastly improved the accessibility of [RNAMake](https://simtk.org/frs/?group_id=1749), Joe’s software suite and the focus of the science gateway. Perhaps he explains it best with an analogy: ”RNAMake is basically a set of 500 different LEGO® pieces. Using enthusiastic gestures, Joe continues by offering an example: “Suppose you want to build something from this palm to this palm, in three-dimensional space. It [RNAMake] will find a set of LEGO® pieces that will fit there.” - -Example of how RNAMake works - -*A demonstration of how RNAMake’s design algorithm works. Credit: Yesselman, J.D., Eiler, D., Carlson, E.D. et al. Computational design of three-dimensional RNA structure and function. Nat. Nanotechnol. 14, 866–873 (2019). [https://doi.org/10.1038/s41565-019-0517-8](https://doi.org/10.1038/s41565-019-0517-8)* - -Since the possible combinations of these LEGO® pieces of RNA are endless, this tool saves users the painstaking work of predicting the structures manually. However, the installation and use of RNAMake requires researchers to have a large amount of command line knowledge –– something that the average biochemist might not have. - -Ultimately, the science gateway makes this previously complicated software suddenly more accessible, allowing researchers to easily, quickly, and accurately design RNA nanostructures. - -These structures are the basis for RNA nanomachines, which have a vast range of applications in society. Whether it be [silencing RNAs](https://doi.org/10.1038/nrg2504) that are used in clinical trials to cut cancer genes, or [RNA biosensors](https://doi.org/10.1038/s41587-020-0571-7) that effectively bind to small molecules in order to detect contaminants even at low concentrations –– the RNAMake science gateway can help researchers design and build these structures. - -Perhaps the most relevant and pressing applications are RNA-based vaccines like Moderna and Pfizer. These vaccines continue to be shipped across cities, countries, and continents to reach people in need, and it's crucial that they remain in a stable form throughout their journey. Insight from RNA nanostructures can help ensure that these long strands of mRNA maintain stability so that they can eventually make their way into our cells. - -Looking to the future, a second science gateway capstone project is already being planned for next year at UNL. Although it’s currently unclear what field of research it will serve, there’s no doubt that this project will foster collaboration, empower students and researchers, and impact society –– all through a few strokes on a keyboard. diff --git a/_spotlights/2021-08-19-Anirvan-Showcase.md b/_spotlights/2021-08-19-Anirvan-Showcase.md deleted file mode 100644 index 1180cbb3..00000000 --- a/_spotlights/2021-08-19-Anirvan-Showcase.md +++ /dev/null @@ -1,48 +0,0 @@ ---- -title: "Antimatter: Using HTC to study very rare processes" -canonical_url: https://osg-htc.org/spotlights/Anirvan-Showcase.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/Anirvan-Showcase-1.png - alt: Proton-proton collision -description: Anirvan Shukla, a User School participant in 2016, spoke at this year's Showcase about how high throughput computing has transformed his research of antimatter in the last five years. -excerpt: Anirvan Shukla, a User School participant in 2016, spoke at this year's Showcase about how high throughput computing has transformed his research of antimatter in the last five years. -publish: true -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/Anirvan-Showcase-1.png -card_alt: Proton-proton collision -banner_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/Anirvan-Showcase-banner.png -banner_alt: Proton-proton collision -author: Josephine Watkins -publish_on: - - osg - - htcondor ---- - - -
- Proton-proton collision -
Two protons colliding. (Image credit: NA61/SHINE collaboration)
-
- - -The final speaker at the [OSG User School Showcase](https://path-cc.io/news/2021-08-19-Showcase/) was Anirvan Shukla, a graduate student at the University of Hawai’i Mānoa, and this wasn’t his first school event. In 2016, Anirvan attended as a participant, but today he assumed the role of presenter and had the opportunity to explain how high throughput computing (HTC) has transformed his research in the last five years. - -Anirvan studies antimatter and the extremely rare processes that produce it. Hypothetical dark matter decays into different matter and antimatter particles, like protons, antiprotons, deuterons, and anti-deuterons. When these particles are detected, they suggest that there may be dark matter inside or outside our galaxy. However, these matter and antimatter particles are also produced by the regular collisions of cosmic rays with the particles that make up the interstellar medium. - -Given their rarity, such events can only really be studied with simulations, where they’re still extremely rare. In order to determine whether antimatter particles can be attributed to the decay of dark matter –– or if they’re merely a product of regular cosmic interactions –– Anirvan would need to simulate trillions of collisions. - -Leveraging what he learned at the OSG School, Anirvan knew he would only be able to tackle these computations using the capacity of the [Open Science Pool](https://opensciencegrid.org/about/open_science_pool/) (OSPool). Capturing the impact of the OSG’s computing resources, Anirvan attests, “this project definitely would not have been possible on any other cluster that I have access to.” - -For instance, to observe antihelium particles, a researcher must simulate approximately 100 trillion events, in this case proton-proton collisions. One million of such events typically require about one CPU hour of computation. Therefore, a researcher needs roughly 100 million CPU hours in order to see a few antihelium particles –– that’s equal to 12,000 years on a single CPU. So, Anirvan divided his work into chunks of 10 hour jobs, each containing 10 million simulations. Within each job, the final output file was also analyzed and all the relevant data was extracted and placed in a histogram. This reduces the total size of the output files, which are then transferred over to the server at the University of Hawai’i by an automated workflow that Anirvan created with HTCondor’s DAGMan feature. - -In his presentation at the OSG School, Anirvan noted that over the last two years, he submitted more than 8 million jobs to the OSPool and used nearly 50 million core hours. [The results](https://doi.org/10.1103/PhysRevD.102.063004) from his simulations generated a spectra that had never been produced before, shown below. - -
- Chart -
Image credit: Shukla, A. Datta, A. Doetinchem, P. Gomez-Coral, D. Kanitz, C. (2020). Large-scale simulations of antihelium production in cosmic-ray interactions. Phys. Rev. D. https://doi.org/10.1103/PhysRevD.102.063004
-
- -If Anirvan had tried to run these simulations on his own laptop, he would still be searching for dark matter in the year 14,021. Even the available computing resources at [CERN](https://home.cern/) and the [University of Hawai’i](https://manoa.hawaii.edu/) weren’t enough for this colossal project –– the OSPool was necessary. - -... - -*This article is part of a [series of articles](https://path-cc.io/news/2021-08-19-Showcase/) from the 2021 OSG Virtual School Showcase. [OSG School](https://opensciencegrid.org/virtual-school-2021/) is an annual education event for researchers who want to learn how to use distributed high throughput computing methods and tools. The Showcase, which features researchers sharing how HTC has impacted their work, is a highlight of the school each year.* diff --git a/_spotlights/2021-08-19-Hannah-Showcase.md b/_spotlights/2021-08-19-Hannah-Showcase.md deleted file mode 100644 index 5f3bad89..00000000 --- a/_spotlights/2021-08-19-Hannah-Showcase.md +++ /dev/null @@ -1,40 +0,0 @@ ---- -title: "Using HTC for a simulation study on cross-validation for model evaluation in psychological science" -canonical_url: https://osg-htc.org/spotlights/Hannah-Showcase.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/Hannah-Showcase.jpg - alt: Brain Model -description: During the OSG School Showcase, Hannah Moshontz, a postdoctoral fellow at UW-Madison’s Department of Psychology, described her experience of using high throughput computing (HTC) for the very first time, when taking on an entirely new project within the field of psychology. -excerpt: During the OSG School Showcase, Hannah Moshontz, a postdoctoral fellow at UW-Madison’s Department of Psychology, described her experience of using high throughput computing (HTC) for the very first time, when taking on an entirely new project within the field of psychology. -publish: true -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/Hannah-Showcase.jpg -card_alt: Brain Model -banner_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/Hannah-Showcase-Banner.jpg -banner_alt: Brain Model -author: Josephine Watkins -publish_on: - - osg - - htcondor ---- - - -
- Brain Model -
Image by Robina Weermeijer on Unsplash
-
- - -During the [OSG School Showcase](https://path-cc.io/news/2021-08-19-Showcase/), Hannah Moshontz, a postdoctoral fellow at UW-Madison’s Department of Psychology, described her experience of using high throughput computing (HTC) for the very first time, when taking on an entirely new project within the field of psychology. While Hannah’s research generally focuses on understanding goal pursuit in everyday life, she and her colleagues had noticed that there seemed to be a lack of “best practices” for evaluating the quality of results from the field's recent integration of machine learning approaches. - -Describing the motivation behind the project, Hannah explains: “We were seeing a lot of published papers in top outlets that were incorrectly understanding and interpreting cross-validated model performance estimates. These models were described as usable for making diagnoses and clinical decisions.” This project, a simulation study, aimed to understand cross-validated performance estimates in psychology, and give guidance on how future psychological science researchers should use cross validation in their data. - -While a typical machine learning study entails running tens of thousands models –– Hannah’s study required 144,000 times this number in order to evaluate results from numerous studies. With the total estimated compute time for the project being over one million hours, Hannah understood from the beginning that “high throughput computing was going to be essential.” - -The [Center for High Throughput Computing](https://chtc.cs.wisc.edu/) at UW-Madison worked with Hannah to help get her team’s simulations distributed on the [Open Science Pool](https://opensciencegrid.org/about/open_science_pool/). Hannah used the programming software R to simulate data and train, select, and evaluate machine learning models. The output from each simulation batch came in the form of a zipped file that included a summary of the best model performance along with information about the model. Throughout the process, Hannah and her team tracked jobs in a spreadsheet to stay organized. - -Reflecting on the impact of HTC on the study as a whole, she reasons, “without HTC, we couldn't have conducted this study in my lifetime.” While this project was Hannah’s first taste of HTC, today she’s integrated it into many different facets of her work. - -... - -*This article is part of a [series of articles](https://path-cc.io/news/2021-08-19-Showcase/) from the 2021 OSG Virtual School Showcase. [OSG School](https://opensciencegrid.org/virtual-school-2021/) is an annual education event for researchers who want to learn how to use distributed high throughput computing methods and tools. The Showcase, which features researchers sharing how HTC has impacted their work, is a highlight of the school each year.* - diff --git a/_spotlights/2021-08-19-Showcase.md b/_spotlights/2021-08-19-Showcase.md deleted file mode 100644 index 6a7811a3..00000000 --- a/_spotlights/2021-08-19-Showcase.md +++ /dev/null @@ -1,36 +0,0 @@ ---- -title: "Transforming research with high throughput computing" -canonical_url: https://osg-htc.org/spotlights/Showcase.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/OSGVS21-Logo.png - alt: OSG Virtual School 2021 Logo -description: During the OSG Virtual School Showcase, three different researchers shared how high throughput computing has made lasting impacts on their work. -publish: true -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/OSGVS21-Logo.png -card_alt: OSG Virtual School 2021 Logo -author: Josephine Watkins -excerpt: During the OSG Virtual School Showcase, three different researchers shared how high throughput computing has made lasting impacts on their work. -publish_on: - - osg ---- -***During the OSG Virtual School Showcase, three different researchers shared how high throughput computing has made lasting impacts on their work.*** - - -OSG Virtual School 2021 Logo - -Over 40 researchers and campus research computing staff were selected to attend this year’s OSG Virtual School, all united by a shared desire to learn how high throughput computing can advance their work. During the first two weeks of August, school participants were busy attending lectures, watching demonstrations, and completing hands-on exercises; but on Wednesday, August 11, participants had the chance to hear from researchers who have successfully used high throughput computing (HTC) to transform their work. Year after year, this event –– the HTC Showcase –– is one highlight of the experience for many User School participants. This year, three different researchers in the fields of structural biology, psychology, and particle physics shared how HTC impacted their work. Read the articles below to learn about their stories. - -**[Scaling virtual screening to ultra-large virtual chemical libraries](https://path-cc.io/news/2021-08-19-Spencer-Showcase/)** – Spencer Ericksen, Carbone Cancer Center, University of Wisconsin-Madison - -**[Using HTC for a simulation study on cross-validation for model evaluation in psychological science](https://path-cc.io/news/2021-08-19-Hannah-Showcase/)** – Hannah Moshontz, Department of Psychology, University of Wisconsin-Madison - -**[Antimatter: Using HTC to study very rare processes](https://path-cc.io/news/2021-08-19-Anirvan-Showcase/)** – Anirvan Shukla, Department of Physics, University of Hawai’i Mānoa - -Collectively, these testimonies demonstrate how high throughput computing can transform research. In a few years, the students of this year’s User School might be the next Spencer, Hannah, and Anirvan, representing the new generation of researchers empowered by high throughput computing. - -... - -*Visit the [materials page](https://opensciencegrid.org/virtual-school-2021/materials/) to browse slide decks, exercises, and recordings of public lectures from OSG Virtual School 2021.* - -*Established in 2010, [OSG School](https://opensciencegrid.org/virtual-school-2021/), typically held each summer at the University of Wisconsin–Madison, is an annual education event for researchers who want to learn how to use distributed high throughput computing methods and tools. We hope to return to an in-person User School in 2022.* - diff --git a/_spotlights/2021-08-19-Spencer-Showcase.md b/_spotlights/2021-08-19-Spencer-Showcase.md deleted file mode 100644 index f68eb8d0..00000000 --- a/_spotlights/2021-08-19-Spencer-Showcase.md +++ /dev/null @@ -1,41 +0,0 @@ ---- -title: "Scaling virtual screening to ultra-large virtual chemical libraries" -canonical_url: https://osg-htc.org/spotlights/Spencer-Showcase.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/Spencer-Showcase.jpg - alt: Image of Chemistry instrument -description: Kicking off last week’s OSG User School Showcase, Spencer Ericksen, a researcher at the University of Wisconsin-Madison’s Carbone Cancer Center, described how high throughput computing (HTC) has made his work in early-stage drug discovery infinitely more scalable. -excerpt: Kicking off last week’s OSG User School Showcase, Spencer Ericksen, a researcher at the University of Wisconsin-Madison’s Carbone Cancer Center, described how high throughput computing (HTC) has made his work in early-stage drug discovery infinitely more scalable. -publish: true -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/Spencer-Showcase.jpg -card_alt: Liquid Handler -banner_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/Spencer-Showcase-Banner.jpg -banner_alt: Liquid Handler -author: Josephine Watkins -publish_on: - - osg - - htcondor ---- - - -
- Liquid Handler -
Image by the National Cancer Institute on Unsplash
-
- - -Kicking off last week’s [OSG User School Showcase](https://path-cc.io/news/2021-08-19-Showcase/), Spencer Ericksen, a researcher at the University of Wisconsin-Madison’s Carbone Cancer Center, described how high throughput computing (HTC) has made his work in early-stage drug discovery infinitely more scalable. Spencer works within the Small Molecule Screening Facility, where he partners with researchers across campus to search for small molecules that might bind to and affect the behavior of proteins they study. By using a computational approach, Spencer can help a researcher inexpensively screen many more candidates than possible through traditional laboratory approaches. With as many as [1033 possible molecules](https://doi.org/10.1007/s10822-013-9672-4), the best binders from computational ‘docking’ might even be investigated as potential drug candidates. - -With traditional laboratory approaches, researchers might test just 100,000 individual compounds using liquid handlers like the one pictured above. However, this approach is expensive, imposing limits both on the number of molecules tested and the number of researchers able to pursue potential binders of the proteins they study. - -Spencer’s use of HTC allows him to take a different approach with virtual screening. By using computational models and machine learning techniques, he can inexpensively filter the masses of molecules and predict which ones will have the highest potential to interfere with a certain biological process. This reduces the time and money spent in the lab by selecting a subset of binding candidates that would be best to study experimentally. - -“HTC is a fabulous resource for virtual screening,” Spencer attests. “We can now effectively validate, develop, and test virtual screening models, and scale to ever-increasing ultra-large virtual chemical libraries.” Today, Spencer is able to screen approximately 3.5 million molecules each day thanks to HTC. - -There are a variety of virtual screening programs, but none of them are all that reliable individually. Instead of opting for a single program, Spencer runs several programs on the [Open Science Pool](https://opensciencegrid.org/about/open_science_pool/) (OSPool) and calculates a consensus score for each potential binder. “It’s a pretty old idea, basically like garnering wisdom from a council of fools,” Spencer explains. “Each program is a weak discriminator, but they do it in different ways. When we combine them, we get a positive effect that's much better than the individual programs. Since we have the throughput, why not run them all?” - -And there’s nothing stopping the Small Molecule Screening Facility from doing just that. Spencer’s jobs are independent from each other, making them “pleasantly parallelizable” on the OSPool’s distributed resources. To maximize throughput, Spencer splits the compound libraries that he’s analyzing into small increments that will run in approximately 2 hours, reducing the chances of a job being evicted and using the OSPool more efficiently. - -... - -*This article is part of a [series of articles](https://path-cc.io/news/2021-08-19-Showcase/) from the 2021 OSG Virtual School Showcase. [OSG School](https://opensciencegrid.org/virtual-school-2021/) is an annual education event for researchers who want to learn how to use distributed high throughput computing methods and tools. The Showcase, which features researchers sharing how HTC has impacted their work, is a highlight of the school each year.* diff --git a/_spotlights/2021-09-23-Resilience.md b/_spotlights/2021-09-23-Resilience.md deleted file mode 100644 index b526e48d..00000000 --- a/_spotlights/2021-09-23-Resilience.md +++ /dev/null @@ -1,25 +0,0 @@ ---- -title: "Resilience: How COVID-19 challenged the scientific world" -canonical_url: https://chtc.cs.wisc.edu/Resilience.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/resilience-hero-large.jpeg - alt: Hero Image for Morgridge Article Courtesy of Morgridge -description: In the face of the pandemic, scientists needed to adapt. This article by the Morgridge Institute for Research provides a thoughtful look into how individuals and organizations, including the CHTC, have pivoted in these challenging times. -excerpt: In the face of the pandemic, scientists needed to adapt. This article by the Morgridge Institute for Research provides a thoughtful look into how individuals and organizations, including the CHTC, have pivoted in these challenging times. -publish: true -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/resilience-hero-large.jpeg -card_alt: Hero Image for Morgridge Article Courtesy of Morgridge -author: Josephine Watkins -publish_on: - - chtc ---- - - -In the face of the pandemic, scientists needed to adapt. -The article below by the [Morgridge Institute for Research](https://morgridge.org/) provides a thoughtful look into how researchers have pivoted in these challenging times to come together and contribute meaningfully in the global fight against COVID-19. -One of these pivots occurred in the spring of 2020, when Morgridge and the CHTC issued a call for projects investigating COVID-19, resulting in five major collaborations that leveraged the power of HTC. - -For a closer look into how the CHTC and researchers have learned, grown, and adapted during the pandemic, read the full Morgridge article: - -**[Resilience: How COVID-19 challenged the scientific world](https://morgridge.org/feature/resilience/)** - diff --git a/_spotlights/2021-10-26-Banq.md b/_spotlights/2021-10-26-Banq.md deleted file mode 100644 index 3a15dd5b..00000000 --- a/_spotlights/2021-10-26-Banq.md +++ /dev/null @@ -1,77 +0,0 @@ ---- -title: "Centuries of newspapers are now easily searchable thanks to HTCSS" -canonical_url: https://chtc.cs.wisc.edu/Banq.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/banq-mw.jpg - alt: Newspaper Spread -description: BAnQ's digital collections team recently used HTCSS to tackle their largest computational endeavor yet –– completing text recognition on all newspapers in their digital archives. -excerpt: BAnQ's digital collections team recently used HTCSS to tackle their largest computational endeavor yet –– completing text recognition on all newspapers in their digital archives. -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/banq-mw.jpg -card_alt: Newspaper spread -banner_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/banq-mw.jpg -banner_alt: Newspaper spread -author: Josephine Watkins -publish_on: - - chtc - - htcondor ---- - -
- Newspaper spread -
The Montreal Witness. Monday, January 31, 1848. https://collections.banq.qc.ca/ark:/52327/4182772
-
- - -The Bibliothèque et Archives nationales du Québec (BAnQ) has been using the HTCondor Software Suite (HTCSS) to help digitize their vast collections of documents -since 2013. Just this year, they built a powerful computing cluster out of staff workstations, using HTCSS’s cycle scavenging capabilities to tackle their largest -computational endeavor yet. - -Anything published in Québec –– books, magazines, newspapers, and more –– is all housed within BAnQ, an institution uniting Québec’s National Library, the -province’s National Archives, and Montreal’s vast public library. “You can imagine the result is a colossal amount of materials,” attests Senior Computer -Technician David Lamarche, “ranging from the discovery of the Americas and the very beginning of the colony, to whatever’s being written in newspapers this week.” -Ultimately, these archives and collections reflect important historical moments, rich cultural heritage, and a tremendous amount of data. - -To tackle this archival mountain, the digital collections team at BAnQ enlists the help of the [HTCondor Software Suite (HTCSS)](https://htcondor.org) -to transform images of pages into text, which can be analyzed in-house and made available to the public. This was the goal of their largest computational project yet –– -completing text recognition on decades of articles from 114 archived newspapers in order to make them available for full-text search. This feat took them several years, -but on July 12 of this year, the digital collections team finished text recognition on the very last newspaper. - -Now, with full-text search available, users of the [BAnQ Digital Archives and Collections](https://numerique.banq.qc.ca/) have nearly 260 years of cultural and -historical moments at their fingertips. Information that used to be buried in the ink of these newspapers, accessible only through time-consuming searches and -tedious record-keeping, can now be unearthed with mere strokes of a keyboard. This saves users immense amounts of time and elevates the cultural value of the -documents themselves. - -The end result wouldn’t have happened quite as fast without the ability of HTCSS to automate the work across BAnQ’s staff workstations. File analyses, conversions, -and text recognitions that typically took weeks or even months to complete are now completed in the same week, or perhaps even overnight. - -“HTCondor has become nothing less than a central pillar of our team,” attests David Lamarche, the HTCondor administrator for the digital collections team. -“We want to give credit to HTCondor for its role in this project's success, as we would not have reached that milestone quite so quickly without it!” - -But accelerating digitization was only half the battle. David reflects that the project’s main challenge “was not only to process this backlog of 114 newspapers, -but to do so while minimizing the impact on our daily workflows for newly-digitized titles.” Continuing, he explains two HTCondor features that were vital to the -project’s completion: “The first is HTCondor's scalability, which allowed us to easily add more workstations to our resource pool. The second is HTCondor's -resource distribution mechanisms, which we were able to configure to control how many resources could be allocated to processing older titles.” - -Over the course of the project, the team used HTCSS to process over 5 million files. Many of the newspapers span decades, and some centuries, with new issues -published monthly, weekly, or even daily. For every issue, each page is manually scanned before the team uses HTCondor to analyze the file, convert it into a -high-quality version, prepare it for text recognition, conduct text recognition, and finally convert the file into a smaller, lower-quality version that can be -disseminated on a web platform. Throughout the workflow, the team integrated a variety of software tools into their jobs, which ran by cycle scavenging on 50 -workstations when they were not being used by in-office staff. - -
- Cover of La Patrie Newspaper -
Cover of La Patrie newspaper. July 8, 1921
-
- -The La Patrie newspaper, which circulated as one of the main news sources in Québec from 1879 to 1978, was one of the larger publications that the team digitized. -Recounting of the Great Depression, both world wars, and a plethora of other important historical events are buried in its –– now digital –– ink. Consisting of -more than 600,000 files, text recognition on La Patrie would take an estimate of 18 years on a single workstation. With HTCondor, this publication was successfully -processed in merely 8 months. - -Digitization –– enabled by the HTCondor Software Suite –– offers a solution to the tradeoff between the preservation of these cultural documents and their -accessibility, and even adds value back into the documents themselves by enabling full-text searches. In the future, BAnQ’s digitization team hopes to expand their -use of HTCSS to text recognition on handwritten documents and perhaps even object recognition in photographs. - -... - -*Browse the [newspapers in BAnQ’s digital collections.](https://numerique.banq.qc.ca/rechercheExterne/encoded/Kg==/false/D/asc/W3sibm9tIjoiY29ycHVzIiwidmFsZXVyIjoiUGF0cmltb2luZSUyMHF1w6liw6ljb2lzIn0seyJub20iOiJ0eXBlX2RvY19mIiwidmFsZXVyIjoiUmV2dWVzJTIwZXQlMjBqb3VybmF1eCJ9LHsibm9tIjoiYXZlY190ZXh0ZV9pbnRlZ3JhbCIsInZhbGV1ciI6Im5vbiJ9LHsibm9tIjoiZ2VucmVfZiIsInZhbGV1ciI6IkpvdXJuYXV4In1d/Liste%20de%20r%C3%A9sultats/true/false/)* diff --git a/_spotlights/2021-10-26-bat-genomics.md b/_spotlights/2021-10-26-bat-genomics.md deleted file mode 100644 index c1e4e950..00000000 --- a/_spotlights/2021-10-26-bat-genomics.md +++ /dev/null @@ -1,86 +0,0 @@ ---- -title: "80,000 jobs, 40 billion base pairs, and 20 bats –– all in 4 weeks" -canonical_url: https://osg-htc.org/spotlights/bat-genomics.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/bat-genomics-Ariadna.png - alt: Ariadna looking over bats in a case -description: An evolutionary biologist at the AMNH used HTC services provided by the OSG to unlock a genomic basis for convergent evolution in bats. -excerpt: An evolutionary biologist at the AMNH used HTC services provided by the OSG to unlock a genomic basis for convergent evolution in bats. -publish: true -banner_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/bat-carousel.jpg -banner_alt: Bat in flight -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/bat-genomics-Ariadna.png -card_alt: Image of Ariana analyzing bats -author: Josephine Watkins -publish_on: - - osg ---- - -***An evolutionary biologist at the AMNH used HTC services provided by the OSG to unlock a genomic basis for convergent evolution in bats.*** - - -
- Ariadna Morales -
Ariadna Morales (Credit: AMNH)
-
- -Ariadna Morales, a Gerstner postdoctoral fellow at the American Museum of Natural History (AMNH) from 2018 to 2020, used the fabric of services provided by the OSG -consortium to single-handedly tackle her most computationally-intensive project yet. In only 4 weeks, she ran 80,000 jobs to analyze 20 bat genomes –– a task that -would have taken over 4 months to complete, even on the AMNH’s significant local resources. Managing her computational workload through an AMNH local access point -that harnessed the distributed high-throughput computing (HTC) capacity of the [Open Science Pool](https://opensciencegrid.org/about/open_science_pool/) (OSPool), Morales was able to complete a project that typically -would require a team of researchers and far more time. - -[Morales](https://www.amnh.org/research/staff-directory/ariadna-morales) is an evolutionary biologist, though she enthusiastically refers to herself as a “bat biologist”. Her research at the AMNH focused on Myotis, the largest -genus of bats whose species span all continents except Antarctica. Despite this broad geographic distribution, these different Myotis species use the same foraging -strategies to catch insects, their favorite meal. - -This phenomenon of similar traits independently evolving in different species is known as convergent evolution, and was the focus of Morales’s project at the AMNH. -By analyzing the genomes of different Myotis species, she hoped to confirm whether the same genes were being used for the same purposes, despite the fact that -these species have been isolated from each other for millions of years. - -“It’s very interesting to study the genetic mechanisms that led to developing the traits that help bats catch insects, like longer feet or hairy wings,” Morales -explains. “We don’t know if the same genes were used and simply turned on and off depending on environmental pressures, or if different regions of the genome -evolved to have the same function.” - -The answers to her questions were buried within the bat genome, a string of over 2 billion base pairs. This number isn’t all that remarkable from genomic -perspectives, but it becomes colossal in the world of data-processing. Describing the scope of this challenge, Morales reasons, “If we put the genome together, -the letters could probably go to the moon and back. Analyzing that in a single analysis is not even possible.” - -Morales was able to work with Sajesh Singh, who manages research computing at AMNH and has worked closely with OSG staff ever since the two organizations began -collaborating in 2019. Reflecting on the impacts of this collaboration, Singh remarks: “​​Since partnering with the OSG, AMNH has been able to provide computing -resources to its researchers that have allowed them to reduce the time needed to complete their computational work down from years to weeks in some instances.” - -And Morales’s project was no exception. With Singh’s help, Morales split her gigantic genomic datasets into manageable pieces and moved her work to the local OSG -access point at the AMNH, where her jobs could be easily managed as a large HTC workload on the OSPool’s tremendous capacity. - -A vast majority of the jobs were genome assemblies, in which Morales used the genome of a closely-related bat species to construct the Myotis genome. Each of these -genomic regions contained about 10,000 base pairs and ran for approximately one hour on a single CPU, simultaneously accessing thousands of concurrent cores across -the OSPool. One of the features offered by the local AMNH access point –– the [HTCondor](https://research.cs.wisc.edu/htcondor/) job scheduler –– queued and managed Morales’s jobs, allowing her to begin -annotating and analyzing the bat genomes and drastically reducing Morales’s time to results. - -Ultimately, this made it possible for Morales to conduct different types of analyses that strengthened support for her findings, like analyzing the genomes of -other non-Myotis bats that have been studied by other scientists. This allowed her to extend the scope of her own research and also compare her results to other -researcher’s data. - -In her time at AMNH, Morales used nearly 23,000 core hours across the OSPool, and her collection of analyzed genomes served as strong evidence that the different -foraging strategies evolved independently in Myotis. Morales had uncovered genomic evidence of convergent evolution. - -Her project was unique for several reasons. Most genomic research is done in controlled laboratory settings using humans, mice, or flies as a model organism. -Researchers begin with one population, which they divide in different environments to study how specific traits change over time. - -With Myotis, everything that’s traditionally manipulated by researchers in the laboratory has already occurred. Originating in Asia, these bats spread to Europe and -eventually to the Americas before they began to independently evolve different foraging strategies millions of years ago. These circumstances make Myotis the -perfect model to study convergent evolution, as Morales phrases it, through “a more realistic perspective of what’s happening in nature.” - -While the model organism Morales used was unique, the tools that she integrated and the analyses she conducted are generalizable. Having previously worked with -salamanders, ants, and penguins; she reasons, “the good thing is that almost all the tools we use can be applied to other organisms, including humans.” - -Morales has moved onto a new position since her time at the AMNH, but HTC is still an important aspect of her work. She’s now a postdoctoral fellow at the -[LOEWE Center for Translational Biodiversity Genomics](https://tbg.senckenberg.de/) in Frankfurt, Germany, where she’s analysing the genomes of bats who could be potential reservoirs of SARS-CoV2 -as part of the [Bat1K Project](https://bat1k.com/). Applying similar strategies that she used at the AMNH, she’s looking for genetic signatures that could be linked to higher -coronavirus resistance. Describing the impacts of HTC on this work, Morales reflects: “Being able to have the results in just a couple of weeks or in a couple of -days is amazing. With the COVID-19 project, this really matters for informing the research of other groups.” - -At the AMNH, Morales belonged to a handful of researchers who were using the services provided by the OSG to transform their work. But beyond the AMNH’s historic -walls, Morales is part of a growing global community of researchers who are leveraging HTC to better understand the genomes of an array of species –– bats are just -the beginning. diff --git a/_spotlights/2021-11-09-usgs-invasivespecies.md b/_spotlights/2021-11-09-usgs-invasivespecies.md deleted file mode 100644 index 4a694105..00000000 --- a/_spotlights/2021-11-09-usgs-invasivespecies.md +++ /dev/null @@ -1,50 +0,0 @@ ---- -title: "Protecting ecosystems with HTC" -canonical_url: https://chtc.cs.wisc.edu/usgs-invasivespecies.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/USGS-collage.jpg - alt: Satellite image collage graphic -description: Researchers at the USGS are using HTC to pinpoint potential invasive species for the United States. -excerpt: Researchers at the USGS are using HTC to pinpoint potential invasive species for the United States. -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/USGS-collage.jpg -card_alt: Satellite image collage graphic -banner_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/USGS-collage.jpg -banner_alt: Satellite image collage graphic -author: Josephine Watkins -publish_on: - - chtc - - htcondor ---- - -***Researchers at the USGS are using HTC to pinpoint potential invasive species for the United States.*** - - -
- Satellite image collage graphic -
From left to right: Mississippi River Delta, Colorado Rocky Mountains, Kansas’s Milford Lake. Images by USGS on Unsplash.
-
- -Benjamin Franklin famously advised that an ounce of prevention is worth a pound of cure, and researcher [Richard Erickson](https://www.usgs.gov/staff-profiles/richard-erickson?qt-staff_profile_science_products=0#qt-staff_profile_science_products) has taken this advice to heart in his mission to protect our lakes and wildlife from invasive species. As a research ecologist at the United States Geological Survey’s (USGS) Upper Midwest Environmental Sciences Center, Erickson uses computation to identify invasive species before they pose a threat to U.S. ecosystems. - -Instrumental to his preventative mission is the [HTCondor Software Suite](https://research.cs.wisc.edu/htcondor/) (HTCSS) and consulting from UW-Madison’s [Center for High Throughput Computing](https://chtc.cs.wisc.edu/) (CHTC), which have been integral to the USGS’s in-house computing infrastructure. Equipped with the management capabilities of HTCSS and guidance from CHTC, Erickson recently completed a high-throughput horizon scan of over 8000 different species in less than two days. - -Explaining how his team was able to accomplish such a feat in merely one weekend, Erickson reasons: ”High throughput computing software allows [big problems] to be broken into small jobs. Rather than having to worry about everything, I just have to worry about a small thing, and then high throughput computing does the small thing many times over, to solve big problems through small steps.” - -Erickson’s big problem first began to take shape in 2020 when the [U.S. Fish and Wildlife Service](https://www.fws.gov/) (FWS) provided the USGS with a list of over 8000 species currently being bought and sold in the United States, from Egyptian Geese, to Algerian hedgehogs, to Siberian weasels. If these animals proliferate in U.S. environments, they could potentially threaten native species, the ecosystem as a whole, and the societal and economic value associated with it. Erickson’s job? To determine which species are a threat, and to what areas –– a tall order when faced with 8000 unique species and roughly 900 different ecological regions across the United States. - -With HTC, Erickson could approach this task by breaking it down into small, manageable steps. Each species was independent of one another, meaning that the colossal collection of 8000 plants and animals could be organized into 8000 different jobs for HTCSS to run in parallel. Each job contained calculations comparing the US and non-US environments across sixteen different climate metrics. Individually, the jobs took anywhere from under thirty minutes to over two hours to run. - -To analyze this type of data, the team created their own R package, [climatchR](https://doi.org/10.5066/P9Q28JVU). The package was released to the public in early September, and the team plans to make their HTCondor code publicly available after it undergoes USGS review. - -But the HTC optimization didn’t end there. Because the project also required several complex GIS software dependencies, the group used Docker to build a container that could hold the various R and GIS dependencies in the context of a preferred operating system. Such containers make the software portable and consistent between diverse users and their computers, and can also be easily distributed by HTCSS to provide a consistent and custom environment for each computed job running across a cluster. - -By the end of their computing run, the 8000 jobs had used roughly a year of computing in less than two days. The output included a climate score between zero and ten for each of the 8000 species, corresponding to how similar a species’ original climate is to the climates of the United States. - -Currently, different panels of experts are reviewing species with climate scores above 6 to determine which of them could jeopardize US ecosystems. This expert insight will inform FWS’s regulation and management of the species traded in the United States, ultimately preventing the arrival of those that are likely to be invasive. - -Invasive species disrupt ecological interactions, contributing to the population decline and extinction of native species. But beyond their environmental consequences, these non-native species impact property values, tourism activities, and agricultural yields. Hopefully, the results of Erickson’s high-throughput horizon screen will prevent these costs before they’re endured –– all by using HTC to solve big problems, through small steps. - -… - -*Erickson co-authored an open-access [tutorial](https://doi.org/10.1371/journal.pcbi.1006468) to help other environmental scientists and biologists who are getting started with HTCondor. -Erickson’s team hopes to make the results from this project publicly available in 2022.* diff --git a/_spotlights/2021-12-16-precision-mental-health.md b/_spotlights/2021-12-16-precision-mental-health.md deleted file mode 100644 index 1874606c..00000000 --- a/_spotlights/2021-12-16-precision-mental-health.md +++ /dev/null @@ -1,67 +0,0 @@ ---- -title: "Harnessing HTC-enabled precision mental health to capture the complexity of smoking cessation" -canonical_url: https://chtc.cs.wisc.edu/precision-mental-health.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/mental_health_banner.jpeg - alt: Gaylen Fronk Headshot -description: Collaborating with CHTC research computing facilitation staff, UW-Madison researcher Gaylen Fronk is using HTC to improve cigarette cessation treatments by accounting for the complex differences among patients. -excerpt: Collaborating with CHTC research computing facilitation staff, UW-Madison researcher Gaylen Fronk is using HTC to improve cigarette cessation treatments by accounting for the complex differences among patients. -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/mental_health.jpeg -card_alt: Floating and Glowing Brain -banner_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/mental_health_banner.jpeg -banner_alt: Floating and Glowing Brain -author: Josephine Watkins -publish_on: - - chtc - - htcondor ---- - -***Collaborating with CHTC research computing facilitation staff, UW-Madison researcher Gaylen Fronk is using HTC to improve cigarette cessation treatments by accounting for the complex differences among patients.*** - - -
- Gaylen Fronk -
Gaylen Fronk. Image credit: UW ARC.
-
- - -Working at the crossroads of mental health and computing is [Gaylen Fronk](https://arc.psych.wisc.edu/staff/fronk-gaylen/), a graduate student at the University of Wisconsin-Madison’s [Addiction Research Center](https://arc.psych.wisc.edu/). By examining treatments for substance use disorders with machine learning models that are enabled by High Throughput Computing (HTC), Fronk captures the array of differences among individuals while still ensuring that her models are applicable to new patients. Her work is embedded within the larger context of precision mental health, an emerging field that relies on computational tools to evaluate complex, individual-level data in determining the fastest and most effective treatment plan for a given patient. - -Fronk’s pursuit of precision mental health has recently led her to the world of computing that involves high-throughput workloads. Currently, she’s using HTC to predict treatment responses for people who are quitting cigarette smoking. - -“I feel like [HTC] has been critical for my entire project,” Fronk reasons. “It removes so many constraints from how I have to think about my research. It keeps so many possibilities open because, within reason, I just don't have to worry about computational time –– it allows me to explore new questions and test out ideas. It allows me to think bigger and add complexity rather than only having to constrain.” - -Embarking on this project in August of 2019, Fronk began by reaching out to the research computing facilitators at UW-Madison’s [Center for High Throughput Computing](https://chtc.cs.wisc.edu/) (CHTC). Dedicated to bringing the power of HTC to all fields of research, CHTC staff provided Fronk with the advice and resources she needed to get up and running. Soon, she was able to access hundreds of concurrent cores on CHTC’s HTC system through the [HTCondor Software Suite](https://htcondor.org/) (HTCSS), which was developed at UW-Madison and is used internationally for automating and managing batch HTC workloads. This computing capacity has been undeniably impactful on Fronk’s research, yet when reflecting on the beginnings of her project today, Fronk considers the collaborative relationships she’s developed along the way to be particularly powerful. - -“I am never going to be a computer scientist,” explains Fronk. “I’m doing my best and I’m learning, but that’s not what my focus is and that’s never going to be my area of expertise. I think it's really wonderful to be able to lean on people for whom that is their area of expertise, and have those collaborative relationships.” This type of collaboration among computing experts and researchers will be vital as computational advances continue to spread throughout the social sciences. Computing staff like CHTC’s research computing facilitators help researchers to transform, expand, and accelerate their work; and specialized researchers like Fronk provide their domain expertise to ensure these computational methods are incorporated in ways that preserve the conceptual and theoretical basis of their discipline. - -
- Christina Koch -
Christina Koch.
-
- -CHTC research computing facilitator [Christina Koch](https://wid.wisc.edu/people/christina-koch/) has worked closely with Fronk since the beginning of her project, and elaborates on the benefits arising from this synergistic relationship: “Instead of every research group on campus needing to have their own in-house large-scale computing expert, they can meet with our facilitation team and we provide them with the information they need to expand their research computing vision and apply it to their work. But we also learn a lot ourselves from the wide variety of researchers we consult with. Since our experience isn't siloed to a particular research domain, we take lessons learned from one group and share them with another group, where normally those groups would never have thought to connect with each other.” - -For fellow social scientists who are considering reaching out to people like Christina and incorporating HTC into their work, Fronk urges them to do just that: “There’s a lot you can teach yourself, but you also don’t have to be on your own. Reach out to the people who know more than you. For me, people like Christina and others on the CHTC team have been invaluable.” - -Fronk’s collaborations with Christina all have revolved around the ongoing project that she first began in August of 2019 –– predicting which cigarette cessation treatments will be most effective for a given individual. Data from a [Center for Tobacco Research and Intervention](https://ctri.wisc.edu/) (CTRI) 6-month clinical trial serve as a rich and comprehensive foundation to begin building machine learning models from. With the CTRI data in hand, Fronk not only has access to the treatment type and whether it was successful at the end of the trial, but also to approximately 400 characteristics that capture the fine-tuned individual differences among patients. These include demographic information, physical and mental health records, smoking histories, and social pressures, such as the smoking habits of a patient’s friends, roommates, or spouse. - -All these individual-level differences paint valuable complexity onto the picture, and Fronk is able to embrace and dive into that complexity with the help of HTC. Each job she sends over to CHTC’s cores contains a unique model configuration run against a single cross-validation iteration, meaning that part of the CTRI data is used for model fitting while the unused, ‘new’ data is used for model evaluation. For instance, Fronk might start with as many as 200 unique configurations for a given model. If each of these model configurations is fit and evaluated using a cross-validation technique that has 100 unique splits of data, Fronk would then submit the resulting 20,000 jobs to CHTC. - -Before submitting, Fronk alters her code so that each job runs just a single configuration, single iteration context; effectively breaking the comprehensive CTRI data down into small, manageable pieces. Ultimately, when delegated to hundreds of CHTC cores in concurrent use, Fronk’s largest submissions finish in mere hours, as opposed to days on a local computer. - -Thousands of small jobs are handled easily by HTCSS and CHTC’s distributed resources, after which Fronk can aggregate this multitude of output files on her own computer to average the performance of the model configuration across the array of cross-validation iterations. This aggregated output represents how accurately the model predicts whether a certain cigarette cessation treatment will work for a specific individual. After receiving the output, Fronk evaluates it, learns from it, and repeats –– but this time with new insight. - -After her experience with HTC, Fronk now sees computing as an integral part of her work. In fact, the ideal of precision mental health as a compelling alternative to traditional treatment methods has actually been around for a while –– though scalable computing methods that enable it are just beginning to enter the toolboxes of mental health researchers everywhere. “I feel like high-throughput computing really fills a lot of the holes that are needed to move precision mental health forward,” Fronk expresses. “It makes me really excited to be working at that intersection.” - -And at that intersection, Fronk isn’t alone. As computational resources are becoming more accessible, increasingly more researchers are investigating the frontiers of precision mental health and its potential to improve treatment success. But before this approach moves from the research space and into a clinical setting, careful thought is needed to assess how these experimental models will fare in the real world. - -Approaches that require intensive and expensive data, like neuroimaging or genetic analysis for instance, may not be feasible –– especially for clinics located in low-income communities. Elaborating on this idea, Fronk explains, “It’s really exciting to think that neuroimaging or genetic data might hold a lot of predictive potential –– yet if a person can’t get genotyped or imaged, then they’re not going to be able to be split into treatments. And those problems get compounded in lower income areas, or for people who have been historically excluded and underrepresented both in terms of existing research and access to healthcare.” - -It will take time, research, and ethical forethought before precision mental health approaches can reach local clinics, but when that time comes –– the impact will ripple through the lives of people seeking treatment everywhere. “I think precision mental health can really help people on a much shorter timeline than traditional treatment approaches, and that feels very meaningful to me,” says Fronk. In terms of her focus on cigarette smoking cessation, timing is everything. Cigarette smoking –– as well as other substance use disorders like it –– have extremely high costs of failed treatments at both the personal and societal level. If someone is given the right treatment from the start when they’re most motivated to quit, it mitigates not only their own health and financial risks, but also those of society’s. - -Ultimately, these impacts stem from the collaborative relationships seen today between researchers like Fronk and computing facilitators like Christina at CHTC. There’s still much to be done before precision mental health approaches can be brought to bear in the clinical world, but high-throughput computing is powering the research to move that direction in a way that never was possible before. Complexity –– which used to limit Fronk’s research –– now seems to be absolutely central to it. - -… - -*A research article about Fronk’s project is forthcoming. In the meantime, watch [her presentation from HTCondor Week 2021](https://youtu.be/pqqv270RM6Y) or check out the [UW-Madison Addiction Research Center](https://arc.psych.wisc.edu/) to learn more.* diff --git a/_spotlights/2022-02-22-ML-and-Image-Analyses-for-Livestock-Data.md b/_spotlights/2022-02-22-ML-and-Image-Analyses-for-Livestock-Data.md deleted file mode 100644 index 6c8f5e66..00000000 --- a/_spotlights/2022-02-22-ML-and-Image-Analyses-for-Livestock-Data.md +++ /dev/null @@ -1,47 +0,0 @@ ---- -title: Machine Learning and Image Analyses for Livestock Data -canonical_url: https://htcondor.org/featured-users/2022-02-22-ML-and-Image-Analyses-for-Livestock-Data.html -image: - path: https://raw.githubusercontent.com/CHTC/Articles/main/images/cow-ml-image-cropped.jpg - alt: Cows Feeding with machine Learning overlay -description: In this presentation from HTCondor Week 2021, Joao Dorea from the Digital Livestock Lab explains how high-throughput computing is used in the field of animal and dairy sciences. -excerpt: In this presentation from HTCondor Week 2021, Joao Dorea from the Digital Livestock Lab explains how high-throughput computing is used in the field of animal and dairy sciences. -card_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/cow-ml-image-cropped.jpg -card_alt: Cows Feeding with ML overlay -banner_src: https://raw.githubusercontent.com/CHTC/Articles/main/images/cow-ml-image-cropped-banner.jpg -banner_alt: Cows Feeding with ML overlay -author: Hannah Cheren -publish_on: - - htcondor ---- - - - -{: .text-center } -_The vision of the Digital Livestock Lab is to create state-of-the-art -computer vision systems and the largest public database for livestock._ - -In this presentation from HTCondor Week 2021, Joao Dorea from the -Digital Livestock Lab explains how -high-throughput computing is used in the field of animal and dairy -sciences. Computer vision systems and sensors collect -animal-level phenotypic data on cows to make more optimized decisions -about what to do with each animal in terms of health, nutrition, -reproduction, and genetics. One challenge of doing this has to do -with the sheer size of data that is collected. Processing and -storing tens of thousands of images of cows requires significant -computational resources. - -By utilizing HTCondor through a collaboration with the [Center for High Throughput Computing](https://chtc.cs.wisc.edu/), the Digital -Livestock Lab has been able to focus their time and money on the livestock. -Specialized to handle computational work that can be split into many pieces -and run in parallel, image analysis aligns well with the ideal HTCSS workload. -HTCondor allows them to run many jobs -and experiments congruently faster, opening the door to larger and larger data sets. -Being able to internalize numerous data sets in parallel has allowed the Digital Livestock Lab -to gain significant insight into livestock systems, all thanks to HTCondor -and collaborations with the faculty at the CHTC! - -Read more about Joao Dorea and his research on the development of -high-throughput phenotyping technologies on his -[homepage](https://andysci.wisc.edu/directory/joao-ricardo-reboucas-dorea/). diff --git a/_spotlights/PULL_REQUEST_TEMPLATE.md b/_spotlights/PULL_REQUEST_TEMPLATE.md deleted file mode 100644 index 679f3b35..00000000 --- a/_spotlights/PULL_REQUEST_TEMPLATE.md +++ /dev/null @@ -1,5 +0,0 @@ -Article PR Template - -- [] Linked the preview url `https://chtc.github.io/article-preview/` -- [] Looked at the link in https://socialsharepreview.com/ to verify socials -- [] Requested reviews from the correct parties diff --git a/_spotlights/README.md b/_spotlights/README.md deleted file mode 100644 index 1b894537..00000000 --- a/_spotlights/README.md +++ /dev/null @@ -1,111 +0,0 @@ ---- -published: false ---- - -# Articles -This repository contains all articles published on CHTC, PATh, and HTCSS websites. It seperates them out so we can deploy the same article more easily and reduce build times well creating articles. You can preview the articles here -> [Article Previews]([preview website](https://chtc.github.io/article-preview/)). - -### Guide -- [Creating a new Article](#creating-a-new-article) -- [Previewing your Article](#previewing-your-article) - -## Creating a new Article - -**Best practice is to create your article as a preview first. Look at [the preview guide](#previewing-your-article) for details.** - -To create a new article you must follow the following steps: -1. [Create a new Branch](#create-a-new-branch) -2. [Add a new Article](#add-a-new-article) -3. [Populate the new Article](#populate-the-new-article) -4. [Create a Pull-Request to merge the article into production](#create-a-pull-request-to-merge-the-article-into-production) - -### Create a new Branch - -Each Article should have its own branch. We use branches to manage -when we put each article into production. So if two changes are on -one branch we are forced to wait until both of those changes are ready -for production. - -### Add a new Article - -Once you are in your new branch you can Add file -> Create new file. - -You should use the format below as the file name with the estimated -date for when you plan to publish the article. This should be updated -to the actual date it is made public in the future. - -```markdown -YEAR-MONTH-DAY-title.md -``` - -### Populate the new Article - -These articles are distributed to a variety of websites so it is -important they follow the same template. - -Below you will find the yaml frontmatter that is read by the website -to fill in information about the article. - -_Add this frontmatter to the top and the article content will go below_ - -```yaml ---- -title:
- -author: - -publish_on: - - - This indicates what website this article will be shown on - - - If more then one then add as a list - - -canonical_url: - -image: - path: - An image that will populate the link preview - alt: Text Description of image - -description: -excerpt: - -card_src: - An image that will be used in the article cards -card_alt: Text Description of image - -banner_src: - Optional - An image that will be used as a website banner -banner_alt: Text Description of image ---- -``` - -### Create a Pull-Request to merge the article into production - -When you are confident with your content you can create a Pull-Request, -which is a request to have your content moved to production. To do this -go the Pull Requests tab and choose your branch as the compare branch. - -Ping the people you would like to review your article, -and they will look it over make suggestions/approve your article. - -At this point it can be merged into main. - -### Things to remember when working in this folder - -- `date` is omitted on purpose, Jekyll populates this field from the filename. - - Discrepancy in front matter and filename dates can cause unexpected results - -- All images must be absolute - - As these images will be served from a variety of folders and depths you must use an absolute url - - Absolute URL to use: `https://raw.githubusercontent.com/CHTC/Articles/main/images/` - -## Previewing your Article - -Best practice is to create your article in our development -branch first so that you can view it as if it was in production. - -To view your article in development you must: -- Change into the development branch - - You can do this with the github navigation or click [here](https://github.com/CHTC/Articles/tree/development) -- Create a new file - - This will use the same logic as steps [2](#add-a-new-article) and [3](#populate-a-new-article) of the guide above. -- View your article - - When you commit your changes you can view your article ( after a couple of minutes to process ) on the [preview website](https://chtc.github.io/article-preview/) -- When you are ready to move this article to production you can copy and paste this article and its images using the [Creating a new Article](#creating-a-new-article) guide. - diff --git a/_spotlights/images/Anirvan-Showcase-1.png b/_spotlights/images/Anirvan-Showcase-1.png deleted file mode 100644 index 6c5d44c6..00000000 Binary files a/_spotlights/images/Anirvan-Showcase-1.png and /dev/null differ diff --git a/_spotlights/images/Anirvan-Showcase-2.png b/_spotlights/images/Anirvan-Showcase-2.png deleted file mode 100644 index 1bd6ba5b..00000000 Binary files a/_spotlights/images/Anirvan-Showcase-2.png and 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a/_spotlights/images/veritas_2.png b/_spotlights/images/veritas_2.png deleted file mode 100644 index 857e73cc..00000000 Binary files a/_spotlights/images/veritas_2.png and /dev/null differ diff --git a/assets/css/homepage.scss b/assets/css/homepage.scss index f331850c..46e0e5e5 100644 --- a/assets/css/homepage.scss +++ b/assets/css/homepage.scss @@ -1,8 +1,3 @@ ---- -layout: blank ---- - -{% include /get/hero_data.liquid %} #hero-image { background: url({{ hero_data.banner_src | relative_url }}) no-repeat center; @@ -27,4 +22,4 @@ layout: blank -webkit-backdrop-filter: blur(15px); backdrop-filter: blur(15px); } -} \ No newline at end of file +} diff --git a/assets/css/style.scss b/assets/css/style.scss index 0f74a275..8ff753dd 100644 --- a/assets/css/style.scss +++ b/assets/css/style.scss @@ -1,16 +1,43 @@ --- --- - // Overwrite Bootstrap 5 Defaults - +$spacer: 1rem; +$spacers: ( + 0: 0, + 1: $spacer * .25, + 2: $spacer * .5, + 3: $spacer, + 4: $spacer * 1.5, + 5: $spacer * 3, + 6: $spacer * 6, + 7: $spacer * 12 +); + +$text: #3a3a3a; $primary: #b67b3c; -$secondary: #f4b627; +$secondary: #F1A52C; +$info: #FFC364; +$warning: #fff1c7; $white-offset: #fff7ea; +$nav-link-color: $text; + +$navbar-nav-link-padding-x: 1rem; +$nav-link-font-weight: 400; +$navbar-light-color: #3a3a3a; + +$border-radius: 1rem; -$navbar-brand-height: 3.5rem; +$btn-border-radius: .25rem; $card-border-color: black; +$card-border-radius: $border-radius; + +$font-family-base: "Helvetica Neue", Helvetica, Arial, "Lucida Grande", sans-serif; +$headings-font-family: "Helvetica Neue", Helvetica, Arial, "Lucida Grande", sans-serif; +$headings-font-weight: 600; + +$enable-negative-margins: true; blockquote { border-left: black dotted 1px; @@ -25,6 +52,10 @@ blockquote { height: 150px !important; } +.mh-200px { + min-height: 200px; +} + .hover-shadow { box-shadow: 0px 0px 0px #FFFFFF; transition-property: box-shadow; @@ -43,10 +74,37 @@ blockquote { @import 'bootstrap/bootstrap'; @import 'pages/event'; -// Need for the Fixed Navbar -body { - color: #5a5a5a; - margin-top: 80px; +//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////// +// Responsive Font Size +//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////// + +html { + font-size: 14px; +} + +main { + min-height: 90vh; +} + +footer { + a { + text-decoration: none; + } + a:hover { + color: $text; + } +} + +@include media-breakpoint-up(md) { + html { + font-size: 16px; + } +} + +@include media-breakpoint-up(xl) { + html { + font-size: 18px; + } } /* Tweak vertical spacing of headings */ @@ -56,23 +114,15 @@ h3 { /* OSG-style links */ -a{color:#b67b3c;text-decoration:none;} -a:hover,a:focus{color:#7c5429;text-decoration:underline;} +a{color:$text;} +a:hover,a:focus{color:$secondary;text-decoration:underline;} /* Stealing table CSS from jekyll-theme-minimal */ -table { - width: 100%; - border-collapse: collapse; } - -th, td { - text-align: left; - padding: 5px 10px; - border-bottom: 1px solid #e5e5e5; } // Card image caps .card-img-top { - height: 20vw; + height: 75%; object-fit: cover; max-height: 250px; } @@ -90,3 +140,82 @@ th, td { .pointer { cursor: pointer; } + +@each $number, $padding in $spacers { + .top-#{$number} { + top: #{$padding} + } +} +hr { + opacity: 1; + background-color: $gray-700; +} + +.d-s{ + direction: rtl; +} + +.absolutely-centered { + top: 50%; /* position the top edge of the element at the middle of the parent */ + left: 50%; /* position the left edge of the element at the middle of the parent */ + + transform: translate(-50%, -50%); +} + +$viewHeights: 10,15,20; +@each $viewHeight in $viewHeights { + .pt-vh-#{$viewHeight} { + padding-top: #{$viewHeight}vh; + } + .pb-vh-#{$viewHeight} { + padding-bottom: #{$viewHeight}vh; + } +} + +//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////// +// Homepage Only +//////////////////////////////////////////////////////////////////////////////////////////////////////////////////////// + +#homepage-heading { + height: 115vh; +} + +#hero-image { + position: absolute; + height: 115vh; + width: 100%; + top: 0px; + z-index: -1; + background: #f1a52b url("{{ 'assets/images/OSG_Hero.svg' | relative_url }}") no-repeat center; + -webkit-background-size: cover; + -moz-background-size: cover; + -o-background-size: cover; + background-size: cover; +} + +#hero-content-container { + background-color: rgba(0, 0, 0, .6); + border-radius: 5px; + min-height: 300px; + color: white; + p { + min-height: 150px; + } +} + +@include media-breakpoint-up(md) { + #globe-visualization{ + min-width: 700px; + } + + #circle-visualization{ + height: 100vh + } + +} + +@include media-breakpoint-down(md){ + #circle-visualization{ + width: 100%; + } +} diff --git a/assets/data/job_lines.json b/assets/data/job_lines.json new file mode 100644 index 00000000..c73e6fc0 --- /dev/null +++ b/assets/data/job_lines.json @@ -0,0 +1 @@ +[[[[-89.4491, 43.0725], [-89.4075, 43.0782]], [[-87.6046, 41.7821], [-84.3158, 30.4908]], [[-87.6046, 41.7821], [-97.822, 37.751]], [[-88.3075, 41.8478], [-83.7325, 42.2804]], [[-89.4491, 43.0725], [9.491, 51.2993]], [[-87.6046, 41.7821], [-87.686, 41.5714]], [[-89.4491, 43.0725], [-89.4293, 43.0684]], [[-88.3075, 41.8478], [-72.7574, 41.7599]], [[-88.3075, 41.8478], [5.6292, 51.5342]], [[-88.3075, 41.8478], [-84.4853, 42.7307]], [[-83.7325, 42.2804], [-84.4853, 42.7307]], [[-88.3075, 41.8478], [-87.6046, 41.7821]], [[-87.6046, 41.7821], [-72.7574, 41.7599]], [[-83.3618, 42.4247], [-83.7325, 42.2804]], [[-87.6046, 41.7821], [-89.4075, 43.0782]], [[-118.1429, 34.1555], [12.1097, 43.1479]], [[-87.6046, 41.7821], [-118.4525, 33.9779]], [[-88.3075, 41.8478], [6.1385, 46.1953]], [[-88.3075, 41.8478], [8.1551, 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diff --git a/assets/images/AP_Interaction_with_Resources.png b/assets/images/AP_Interaction_with_Resources.png new file mode 100644 index 00000000..cc267b70 Binary files /dev/null and b/assets/images/AP_Interaction_with_Resources.png differ diff --git a/assets/images/Access-Point.svg b/assets/images/Access-Point.svg new file mode 100644 index 00000000..f3f2bb65 --- /dev/null +++ b/assets/images/Access-Point.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/assets/images/Connor-Natzke-Square-smaller.jpg b/assets/images/Connor-Natzke-Square-smaller.jpg new file mode 100644 index 00000000..55c17917 Binary files /dev/null and b/assets/images/Connor-Natzke-Square-smaller.jpg differ diff --git a/assets/images/Handshake.svg b/assets/images/Handshake.svg new file mode 100644 index 00000000..a472f7bf --- /dev/null +++ b/assets/images/Handshake.svg @@ -0,0 +1,38 @@ + + + + + + + + + diff --git a/assets/images/OSGAHM2022.png b/assets/images/OSGAHM2022.png new file mode 100644 index 00000000..1e3dd4f8 Binary files /dev/null and b/assets/images/OSGAHM2022.png differ diff --git a/assets/images/OSGConnect_Logo.png b/assets/images/OSGConnect_Logo.png new file mode 100644 index 00000000..e4a7692f Binary files /dev/null and b/assets/images/OSGConnect_Logo.png differ diff --git a/assets/images/OSG_Hero.svg b/assets/images/OSG_Hero.svg new file mode 100644 index 00000000..05cf1920 --- /dev/null +++ b/assets/images/OSG_Hero.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/assets/images/chart.svg b/assets/images/chart.svg new file mode 100644 index 00000000..e9c99ffa --- /dev/null +++ b/assets/images/chart.svg @@ -0,0 +1,647 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + flare + + Physics + Chemistry + Biological Sciences + Nuclear Physics + Bioinformatics + Astronomy + High Energy Physics + Astrophysics + Engineering + Biochemistry + Computer Science + Biological and Biomedical Sciences + Gravitational Physics + Materials Science + Computer and Information Sciences + Chemical Sciences + Computer Architecture/Computer Engineering + Statistics + Astronomy and Astrophysics + Life Sciences - Biological and Biomedical + Evolutionary Biology + Computer Sciences + Evolutionary Sciences + Genetics + + University of Hawaii at Manoa + + + Michigan State University + + + Rutgers, The State University of New Jersey + + + Lancaster University + + + University of California, San Diego + + + University of California, Berkeley + + + University of South Carolina + + + Massachusetts Institute of Technology + + + Wayne State University + + + Brookhaven National Laboratory + + + Colorado School of Mines + + + University of California, San Diego + + + Louisiana State University + + + University of California, San Diego + + + Kent State University + + + University of Connecticut + + + University of Wisconsin-Madison + + + Wayne State University + + + New Mexico State University + + + Florida State University + + + Colorado School of Mines + + + Pennsylvania State University + + + Boston University + + + Arizona State University + + + Vanderbilt University + + + University of Michigan + + + University of Edinburgh + + + Georgia Institute of Technology + + + University of Pittsburgh + + + University of Chicago + + + Duke University + + + University of California, Merced + + + University of Central Florida + + + Arcadia University + + + Duke University + + + University of North Dakota + + + Columbia University + + + University of North Carolina at Chapel Hill + + + Fairfield + + + Kansas State University + + + Illinois Institute of Technology + + + University of Wisconsin-Madison + + + CUNY Brooklyn College + + + Loyola University Chicago + + + University of Wisconsin-Milwaukee + + + Georgia Institute of Technology + + + University of Pennsylvania + + + University of Tulsa + + + University of Guam + + + Utrecht University + + + Utrecht University + + + Cornell University + + + University of Michigan + + + American Museum of Natural History + + + University of Maryland Center for Environmental Science + + + University of Arizona + + + Indiana University + + + University of Connecticut Health Center + + + University of Wisconsin-Madison + + + University of Nebraska Omaha + + + Jefferson Lab + + + Wayne State University + + + Jefferson Lab + + + Duke University + + + Ohio State University + + + Canisius College + + + Brookhaven National Laboratory + + + Jefferson Lab + + + University of Utah + + + University of Pittsburgh + + + University of Nebraska-Lincoln + + + University of Wisconsin-Madison + + + National Institute of Allergy and Infectious Diseases + + + University of Arizona + + + University of Iowa + + + University of Arizona + + + American Museum of Natural History + + + University of Illinois Urbana-Champaign + + + Duke University + + + University of Wisconsin-Madison + + + University of Arizona + + + California Institute of Technology + + + Chicago State University + + + Fermilab + + + Brookhaven National Laboratory + + + University of Michigan + + + Jefferson Lab + + + Wichita State University + + + University of Chicago + + + University of Wisconsin-Madison + + + University of Chicago + + + Syracuse University + + + Georgia Institute of Technology + + + New Mexico State University + + + Stanford University + + + University of Colorado Denver + + + Folding@Home Consortium (FAHC) + + + Harvard Medical School + + + Rochester Institute of Technology + + + Georgia Institute of Technology + + + University of Wisconsin-Madison + + + Georgia Institute of Technology + + + University of Chicago + + + New Mexico State University + + + University of Chicago + + + University of California, San Diego + + + Northeastern University + + + Kent State University + + + Massachusetts Institute of Technology + + + Rice University + + + University of California, San Francisco + + + The University of Alabama at Birmingham + + + New Jersey Institute of Technology + + + University of Texas at Austin + + + University of Michigan + + + University of California, Davis + + + Pennsylvania State University + + + North Carolina State University + + + University of Texas at El Paso + + + Southwest Oklahoma State University + + + University of South Dakota + + + Rochester Institute of Technology + + + George Washington University + + + Colorado School of Mines + + + Carnegie-Mellon University + + + Tufts University + + + LSU School of Public Health + + + Rochester Institute of Technology + + + California Institute of Technology + + + Arizona State University + + + Arizona State University + + + Rowan University + + + University of Wisconsin-Madison + + + University of Wisconsin-Madison + + + University of Chicago + + + California State University, San Bernadino + + + University of Michigan + + + Villanova University + + + Pennsylvania State University + + + College of Charleston + + + University of California, Davis + + + diff --git a/assets/images/events/All_Hands_Banner.png b/assets/images/events/All_Hands_Banner.png new file mode 100644 index 00000000..deddd70d Binary files /dev/null and b/assets/images/events/All_Hands_Banner.png differ diff --git a/assets/images/events/All_Hands_Card_Cap.png b/assets/images/events/All_Hands_Card_Cap.png new file mode 100644 index 00000000..501d736a Binary files /dev/null and b/assets/images/events/All_Hands_Card_Cap.png differ diff --git a/assets/images/logos/OSG-logo.svg b/assets/images/logos/OSG-logo.svg index 9d435504..6b2a64cd 100644 --- a/assets/images/logos/OSG-logo.svg +++ b/assets/images/logos/OSG-logo.svg @@ -1 +1,15 @@ - \ No newline at end of file + + + + + + + + diff --git a/assets/images/logos/OSG_Logo_Text.svg b/assets/images/logos/OSG_Logo_Text.svg new file mode 100644 index 00000000..9018695e --- /dev/null +++ b/assets/images/logos/OSG_Logo_Text.svg @@ -0,0 +1,16 @@ + + + + + + + + diff --git a/assets/images/team/patrick_lubben.jpeg b/assets/images/team/patrick_lubben.jpeg new file mode 100644 index 00000000..b44b4784 Binary files /dev/null and b/assets/images/team/patrick_lubben.jpeg differ diff --git a/assets/images/team/taylor_halvensleben.png b/assets/images/team/taylor_halvensleben.png new file mode 100644 index 00000000..bb79fd68 Binary files /dev/null and b/assets/images/team/taylor_halvensleben.png differ diff --git a/assets/js/base.js b/assets/js/base.js new file mode 100644 index 00000000..6d775419 --- /dev/null +++ b/assets/js/base.js @@ -0,0 +1,19 @@ +// This is run on all the pages + +// Compute parent heights that have absolute children +const update_heights = () => { + let child_watchers = document.getElementsByClassName("watch-child-height") + + for(const node of child_watchers){ + node.style.height = node.getElementsByClassName("watch-parent-height")[0].offsetHeight + "px" + } +} + +[].forEach.call(document.getElementsByTagName("img"),function(el){ + el.addEventListener("load",function(e){ + update_heights() + }); +}); + +window.addEventListener("resize", update_heights) +update_heights() \ No newline at end of file diff --git a/assets/js/components/GlobeVisualization.js b/assets/js/components/GlobeVisualization.js new file mode 100644 index 00000000..6f8db5ac --- /dev/null +++ b/assets/js/components/GlobeVisualization.js @@ -0,0 +1,138 @@ +--- + layout: blank +--- + +import * as d3 from "https://cdn.skypack.dev/d3@7"; +import * as topojson from 'https://cdn.skypack.dev/topojson'; +import {transpose} from "../util.js"; + +class GlobeVisualization { + + constructor(canvas_id) { + this.canvas = document.getElementById(canvas_id); + this.dimension = this.canvas.offsetWidth + this.canvas.height = this.dimension + this.canvas.width = this.dimension + this.projection = d3["geoOrthographic"]().translate([this.dimension/2,this.dimension/2]).scale(this.dimension/2).precision(0.1) + this.context = this.canvas.getContext('2d'); + this.topo = undefined + this.data = [[]] + this.initialize() + } + + initialize = async () => { + this.frame_generator = this.globe() + this.topo = await this.get_topo("110") + this.create_frame() + fetch("{{ '/assets/data/job_lines.json' | relative_url }}").then(d => d.json()).then(d => this.data = d) + this.get_topo("50").then(d => this.topo = d) + } + + create_frame = () => { + this.frame_generator.next() + setTimeout(() => this.create_frame(), 10) + } + + * globe() { + const path = d3.geoPath(this.projection, this.context); + + const render = (land, arcs, submits, hosts) => { + + this.context.clearRect(0, 0, 500, 500); + this.context.beginPath(), path(this.sphere), this.context.fillStyle = "#edf4ff", this.context.fill(); + this.context.beginPath(), path(this.topo), this.context.fillStyle = "#000", this.context.fill(); + this.context.beginPath(), path({type: "MultiPoint", coordinates: submits}), this.context.fillStyle = "#D100C5", this.context.fill(); + this.context.beginPath(), path({type: "MultiPoint", coordinates: hosts}), this.context.fillStyle = "#00D183", this.context.fill(); + this.context.beginPath(), path({type: "MultiLineString", coordinates: arcs}), this.context.strokeStyle = "#FFAE2C", this.context.lineWidth = 2, this.context.stroke(); + + return this.context.canvas + } + + this.projection.rotate([50,-50,-10]) + + let overlap = 500; + let duration = 1000; + + var arcs = [new Arc(duration, this.data[0])] + let index = 1; + let last_triggered = Date.now(); + + while(true){ + + if((Date.now() - last_triggered) > (duration - overlap)){ + last_triggered = Date.now(); + + arcs.push(new Arc(duration, this.data[index])); + index = (index + 1) % this.data.length; + } + + let submits = []; + let hosts = []; + let lines = []; + let remove_one = false; + + for (const arc of arcs) { + let [arc_submits, arc_hosts, arc_lines] = arc.get_arc() + + + if(arc_submits == null){ + remove_one = true; + continue + } + + submits = submits.concat(arc_submits); + hosts = hosts.concat(arc_hosts); + lines = lines.concat(arc_lines); + } + + if(remove_one){ + arcs.splice(0, 1) + remove_one = false; + } + + yield render(this.topo, lines, submits, hosts) + } + + return d3.select(this.context.canvas).node(); + + } + + sphere = {type: "Sphere"} + + get_topo = async (resolution) => { + return await fetch(`{{ '/assets' | relative_url }}/data/land-${resolution}m.json`).then(t => t.json()).then(j => topojson.feature(j, j.objects.land)) + } +} + +class Arc { + constructor(duration, lines) { + this.submit_locations = lines.map(p => p[0]) + this.host_locations = lines.map(p => p[1]) + this.interpolated_points = lines.map(p => d3.geoInterpolate(p[0], p[1])) + this.startTime = Date.now() + this.duration = duration + this.lines = lines + } + + get_arc(){ + let t_dx = (Date.now() - this.startTime) / this.duration; + let arcs; + + if( t_dx < .5 ){ + arcs = transpose([ + this.submit_locations, + this.interpolated_points.map(ip => ip(t_dx * 2)) + ]) + } else if (t_dx < 1) { + arcs = transpose([ + this.interpolated_points.map(ip => ip((t_dx - .5) * 2)), + this.host_locations + ]) + } else { + return [null, null, null] + } + return [this.submit_locations, this.host_locations, arcs] + } +} + +export {GlobeVisualization} \ No newline at end of file diff --git a/assets/js/pages/homepage.js b/assets/js/pages/homepage.js new file mode 100644 index 00000000..201260d4 --- /dev/null +++ b/assets/js/pages/homepage.js @@ -0,0 +1,5 @@ +import { GlobeVisualization } from "../components/GlobeVisualization.js"; + +const globe_visualization = new GlobeVisualization("globe-visualization") + +export default globe_visualization diff --git a/assets/js/util.js b/assets/js/util.js new file mode 100644 index 00000000..3d35951f --- /dev/null +++ b/assets/js/util.js @@ -0,0 +1,5 @@ +function transpose(matrix) { + return matrix[0].map((col, c) => matrix.map((row, r) => matrix[r][c])); +} + +export { transpose } \ No newline at end of file diff --git a/campus-cyberinfrastructure.md b/campus-cyberinfrastructure.md index a6a3642f..f96aed79 100644 --- a/campus-cyberinfrastructure.md +++ b/campus-cyberinfrastructure.md @@ -1,68 +1,97 @@ --- -title: Campus Cyberinfrastructure Award Recipients Power the Open Science Pool +title: OSG’s Support for Campus Cyberinfrastructure Proposals and Awardees date: 2021-08-12 12:00:00 -0600 categories: NSF Camput Cyberinfrastructure (CC*) -layout: container ---- - -# Campus Cyberinfrastructure Award Recipients Share Resources Using OSG Services - -The OSG Consortium operates services like the [Open Science Pool (OSPool)](/about/computation-ideal-for-OSPool/) and the [Open Science Data Federation (OSDF)](/about/osdf/). The OSPool is founded on the principle of sharing, and any researcher at a US institution can access it through access points like [OSGConnect](connect.osg-htc.org) or a local institutional access point. The capacity that powers these national computing and storage resources is contributed by clusters located at academic and research institutions. [Campus Cyberinfrastructure awardees](https://www.nsf.gov/funding/pgm_summ.jsp?pims_id=504748) play an important role in the value that the OSPool brings to the national S&E community. By sharing their resources, Campus Cyberinfrastructure (CC*) award recipients provide tremendous support for open research. - -In 2022, NSF released a new CC* solicitation with a new area for data storage on campuses, providing resources for campuses to share data in the OSDF. - -## 235 Million Core Hours Contributed by CC* Campuses - -In the last year, twenty-two campuses contributed over 235 million core hours to researchers using distributed high throughput computing (dHTC). (April 2021 - March 2022) These core hours supported over 234 projects in fields of study ranging from the medical sciences to the evolutionary sciences, and from biostatistics to physics. This campus support throughout the United States contributed to the advancement of science and to researchers both on and off their campuses. The campuses currently contributing CC*-funded resources shown in the map below. Every month, the OSG is working to help additional campuses to join this effort to support open science by sharing their resources. - -Projects supported by these contributions include (among many others): +layout: title-main-container +table_of_contents: + - name: How OSG can help your proposal + href: "#let-osg-help-with-your-cc-proposal" + - name: How OSG supports Awardees + href: "#osgs-active-support-of-cc-awardees" + - name: Actively Supported Colleges + href: "#osg-supported-colleges-and-universities-contributing-via-the-cc-program" + - name: CC* Impact on Open Science + href: "#cc-campus-impact-on-open-science" + children: + - name: Computing + href: "#computing" + - name: Data Storage + href: "#data-storage" -- multiple COVID-19 research projects -- virtual screening for pain relief compounds -- light production in heavy-ion collisions -- genomic analyses to understand the evolutionary process of marine invasion -- computer network optimization for large-scale scientific workflows - - - -## The CC* Program +--- -The National Science Foundation (NSF) supports the OSPool, OSDF, and campuses that contribute resources to it. For 2022, the National Science Foundation funds the Campus Cyberinfrastructure (CC*) program (NSF 22-582). This program invests in coordinated campus- and regional-level cyberinfrastructure improvements and innovation. Science-driven requirements are the primary motivation for any proposed activity. The 2022 program has two areas, both of which provide opportunities for campuses to work with the OSG Consortium. +# OSG’s Support for Campus Cyberinfrastructure Proposals and Awardees {% assign now = "now" | date: "%s" %} {% if now < "1656392400" %} -**Upcoming Deadline: June 27th, 2022** +

+Upcoming Deadline: June 27th, 2022 +

{% endif %} -The NSF supports awards in 2 CC* program areas: - -- Data Storage awards will be supported at up to $500,000 total for up to 2 years. -- Regional Computing awards will be supported at up to $1,000,000 total for up to 2 years. - +{: .fs-5 } +The National Science Foundation Campus Cyberinfrastructure (CC*) program +(NSF 22-582) +invests in coordinated campus and regional-level cyberinfrastructure improvements and +innovation. The 2022 solicitation has two program areas, both of which explicitly mention +and encourage the use of OSG services to meet requirements. -## OSG Can Help with Your CC* Proposal - -The [Partnership to Advance Throughput Computing (PATh)](https://path-cc.io) develops technologies and operates services for the OSG Consortium and has significant experience working with CC* applicants and awardees, offering letters of support and consulting for: - -- bringing the power of the OSG to your researchers -- gathering science drivers and planning local computing resources or -- CC*-required resource sharing for the Campus Compute category, and other options for integrating with OSG - -In the most recent call for proposals (NSF 22-582), joining the OSG is mentioned as a potential path to sharing resources with the wider research community: - -The Storage system as a Shared Resource Intra-campus and Inter-campus: Interoperability is required with a national and federated data sharing fabric such as PATh/OSDF (see: [OSDF Page](/about/osdf/)). At least 20% of the disk/storage space on the proposed storage system must be made available as part of the chosen federated data sharing fabric. - -The OSG team actively works with campuses to integrate them smoothly into the OSG. We have an experienced and friendly team of engineers and facilitators dedicated to supporting campus research groups and ensuring a positive onboarding with the flexibility to meet your configuration needs. To get started please email [OSG Support](mailto:support@osgconnect.net). - -## Contributing to the Open Science Pool +{: .fs-5 } +The NSF supports awards in 2 CC* program areas: -Many other campuses and other sites, in addition to CC* awardees, contribute resources to the OSPool. View them here. CC* awardees are a subset of the overall contributions by educational institutions. In fact, campuses have used their OSPool contributions to aid in the success of a subsequent CC* award application to NSF. +{: .fs-5 } +- Data Storage awards, which mention the OSG [Open Science Data Federation](/about/osdf/), + encouraging responses that would add data origins or caches at campuses +- Regional Computing awards, in which the NSF strongly encourages joining PATh, and using our + services to contribute to the [Open Science Pool](/about/open_science_pool) + +## Let OSG Help with your CC* Proposal + +{: .fs-5 } +The [Partnership to Advance Throughput Computing (PATh)](https://path-cc.io), which develops technologies +and operates services for the OSG, has significant experience working with CC* applicants and awardees, and +offering letters of support and consulting for: + +{: .fs-5 } +- Sharing data with authorized users via the [Open Science Data Federation (OSDF)](/about/osdf/) +- Bringing the power of high throughput computing via the [OSPool](/about/open_science_pool) to your researchers +- Gathering science drivers and planning local computing resources +- Meeting CC*-required resource sharing as specified in (NSF 22-582), and other options for integrating with the OSG Consortium +- Providing connections to help with data storage systems for shared inter-campus or intra-campus resources +- Building regional computing networks +- Developing science gateways to utilize high throughput computing via the [OSPool](/about/open_science_pool) + +{: .fs-5 } +CC* applicants are encouraged to email OSG Support with questions or requests for letters of support regarding their CC* proposal. + +
+
+
+Email OSG Leadership to Discuss CC* Opportunities +
+
+
+ +## OSG’s active support of CC* Awardees + +{: .fs-5 } +Our experienced and friendly team of engineers and facilitators is dedicated to +supporting system engineers and campus research groups. This team provides networking, +computing and data storage consulting in support of proposals, providing expertise +and guidance. + +{: .fs-5 } +Post award, these teams continue their support to ensure smooth integration and +onboarding into the OSPool or OSDF. The facilitation team also provides extensive +support to researchers with regular training, weekly office hours, documentation, +videos and more. + +### OSG supported Colleges and Universities contributing via the CC* program: -## The Open Science Pool is Open to You! + -The Open Science Pool is an HTCondor pool that OSG users access via 'access points' operated by the OSG or by campuses supporting 'local' access to OSG. Any researcher at a US academic, government, or non-profit institution can use the Open Science Pool via OSG-operated access points to harness the capacity of the Open Science Pool by visiting OSG Connect and getting an OSG Account. (It's free!) The researcher does not have to belong to a collaboration (big or small) nor to any particular campus (big or small). -

These colleges and Universities are active contributors to the Open Science Pool via the CC* program:

+{: .fs-5 } - American Museum of Natural History - Arizona State University - Clarkson University @@ -85,3 +114,28 @@ The Open Science Pool is an University of Washington-Bothell - Wayne State University - West Texas A&M University + +### CC* Campus impact on Open Science + +{: .fs-5 } +The OSG Consortium has been working with CC* campuses pre and post award for several years. +These campuses have made significant contributions in support of science, both on their +own campus and for the entire country. + +#### Computing + +{: .fs-5 } +In the last year, twenty-two campuses contributed over 235 million core hours to researchers +via the [OSPool](/about/open_science_pool) (April 2021 - March 2022). These contributions supported more than 230 +research groups, campuses, multi-campus collaborations, and gateways, and in fields of +study ranging from the medicine to economics, and from genomics to physics. Every month, +OSG services help additional campuses to support open science by sharing their resources +via the OSPool. + +#### Data Storage + +{: .fs-5 } +As of March 2022, the [Open Science Data Federation](/about/osdf) integrates 10 data origins, making data +accessible via 20 caches, 6 of which are strategically located in the R&E network backbone. +The CC* solicitation of 2022 (NSF 22-582) encourages responses that would add data origins +or caches at campuses. diff --git a/contact.md b/contact.md index 94f053ba..612f2e02 100644 --- a/contact.md +++ b/contact.md @@ -1,19 +1,20 @@ --- -layout: container +layout: title-main-container title: Contact Information --- -

OSG Contact Information

-### For Media Contact, or general questions about the OSG website. +**For Media Contact, or general questions about the OSG website.** + Email: -### To get started using OSG, for OSG support, operational issues +**To get started using OSG, for OSG support, operational issues** * Email: * OSG Connect Support: (for users of [OSG Connect](https://support.opensciencegrid.org)) -### For OSG policies, executive information +**For OSG policies, executive information** + Email: [Frank Wuerthwein](mailto:fkw@ucsd.edu) (OSG Executive Director) diff --git a/events.html b/events.html index ae30577e..d43daf8e 100644 --- a/events.html +++ b/events.html @@ -1,20 +1,18 @@ --- title: Event Page -layout: padded-default +layout: title-main --- -
-

Events

-
-
-
+ +
+
{% include get/future_events.html %} {% if future_events.size != 0 %} -
+
{% for event in future_events %} -
+
{% include /cards/event-card.html news=event card_image=event.header_image height='150' %}
@@ -22,11 +20,11 @@

Events

{% endif %} {% include get/past_events.html %} -

Past Events

-
+

Past Events

+
{% for event in past_events %} -
+
{% include /cards/event-card.html news=event card_image=event.header_image height='150' %}
diff --git a/index.html b/index.html index e3c26162..408b7bfc 100644 --- a/index.html +++ b/index.html @@ -1,225 +1,236 @@ --- -layout: default -css_extension: - - href: "/assets/css/homepage.css" +layout: body +js_extension: + - src: "/assets/js/pages/homepage.js" + loading: "defer" + type: "module" + --- -{% assign now = "now" | date: "%s" %} -{% if now < "1656392400" %} -
-
-
- Campus Cyberinfrastructure (CC*) 2022 solicitation now active! Learn more on our Campus page. -
-
-
-{% endif %} -
-
-
-
- {% include /get/hero_data.liquid %} -
-

{{ hero_data.title }}

-
-

- {{ hero_data.excerpt }} +

+
+ {% include layout/header.html %} +
+
+
+
+

+ Power your Research with
+ distributed High Throughput Computing +

+

+ The OSG Consortium supports researchers with HTC workloads. + OSG's fabric of services help researchers and research organizations to support their dHTC compute needs.

- Read More +
+ Learn how the OSG facilitates dHTC +
-
-
-
-

The OSG Consortium

-

- The OSG is a consortium of research collaborations, campuses, national laboratories, and software providers dedicated to the advancement of all open science via the practice of distributed High Throughput Computing (dHTC), and the advancement of its state of the art. Established in 2005, the OSG operates a fabric of dHTC services for the National S&E community. -

-
Open Science Pool (OSPool)
-

The OSPool is a virtual cluster providing computing and data resources using distributed high-throughput computing (dHTC) technologies.

-
    -
  • Open for any scientist or group, of all disciplines, doing open science in the US.
    • -
  • Built to run independent computations on a massive scale.
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  • The OSPool is built from idle resources contributed by university campuses, government-supported supercomputing facilities and research collaborations
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  • Resources are assigned on a fair-share basis at no cost to researchers; no allocation process is required.
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Open Science Data Federation (OSDF)
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The OSDF enables users and institutions to make datasets available to dHTC environments such as the OSPool.

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  • Provides campuses and researchers with the ability to manage their data in support of running their dHTC workloads.
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  • Improves data access performance, resource consumption and reliability.
    • -
  • The OSG Connect service provides researchers with a default of 500GB of storage space on the OSDF.
    • -
- -
-
- {% include /get/future_events.html %} - {% if future_events.size != 0 %} -
-
-

Events

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- {% for data in future_events limit: 2 %} - {% include /cards/img-title-date.html class="mt-2" src=data.header_image %} - {% endfor %} -
-
- {% endif %} -
-
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News

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- {% include /get/news.liquid %} - {% for data in news limit: 3 %} - {% include /cards/title-date.html class="my-2" %} - {% endfor %} +
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+ The OSG is a consortium of research collaborations, + campuses, national laboratories and software providers dedicated to the advancement of all open science via the + practice of distributed High Throughput Computing (dHTC), and the advancement of + its state of the art. +
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- {% include get/spotlights.liquid %} - {% for article in spotlights limit:2 %} -
- {% include /cards/spotlight-card.html height='150' no_date="true" %} +
+
+
+
+

Submit Locally, Run Globally

+

+ Access Points provide researchers with a location to place their HTC workloads and data + then utilize national-scale resource pools. +

+
Don't have access to a Access Point?
+

+ OSG operates an AP, OSGConnect, for the US-based open + science community. Using this AP, researchers can acccess the Open Science Pool, a resource pool + of opportunistic or donated resources. +

+
+
+ Explore OSG Access Points +
+
+ Explore OSGConnect +
+
+
+
- {% endfor %} +
-
-
-
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-

What We Do

-
-

The OSG facilitates access to distributed high throughput computing for research in the US. - The resources accessible through the OSG are contributed by the community, organized by the OSG, and governed by the OSG consortium. - In the last 12 months, we have provided more than 1.2 billion CPU hours to researchers across a wide variety of projects. -

+ +
+
+
+
+ {% assign sorted_spotlights = site.spotlights | reverse %} + {% for article in sorted_spotlights limit:3 %} +
+ {% include /cards/spotlight-card.html height='150' no_date="true" class="shadow" %}
+ {% endfor %}
-
-
-
-

Submit Locally, Run Globally

-
-

Researchers can run jobs on OSG from their home institution or OSG's centrally-operated submission service, OSG Connect (available for US-based research and scholarship).

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Sharing Is Key

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Sharing is a core principle of the OSG. Over 100 million CPU hours delivered on the OSG in the past year were opportunistic: they would have remained on but idle - if it wasn't for the OSG. Sharing allows individual researchers to access larger computing resources and large organizations to keep their utilization high.

+
+
+
+
+

OSG makes dHTC impact to all

+

+ OSG services allow researchers of all fields of science to ask bigger questions and is + not confined to any one field of science. OSG Access Points + provide researchers with a home to access compute resources, such as the Open Science Pool, + for complex workloads and the Open Science Data Federation for processing + large data sets. +

+
New to Large-Scale Computing?
+

+ OSG provides a dedicated staff of Research Facilitators here to help you use our services. Research Facilitators + can assist with your computational approach, teach you how to place your workloads and data on our Access Points, + and connect you with researchers using similar software or methods. +

+
+ Read about our Spotlight Researchers +
+
+
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Resource Providers

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The OSG consists of computing and storage elements at over 100 individual sites spanning the United States. - These sites, primarily at universities and national labs, range in size from a few hundred to tens of thousands of CPU cores.

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The OSG Software Stack

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The OSG provides an integrated software stack to enable high throughput computing; visit our technical documents website for information.

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Coordinating CI Services

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- NSF’s - Blueprint - for National Cyberinfrastructure Coordination Services - lays out the need for coordination services to bring together the distributed elements of a national CI ecosystem. - It highlights OSG as providing distributed high throughput computing services to the U.S. research community. -

+
+
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+
+

OSG is powered by sharing

+

+ The resources accessible through the OSG are contributed by a community of Research Collaborations, + Universities and Scientific Institutions. Using OSG provided software and services allows this + community to enable the opportunistic usage and sharing of their resources. Over the last 12 months OSG has converted + a half billion Core Hours of what would have been idle time into science. +

+

+ In the NSF's + Blueprint for National Cyberinfrastructure Coordination Services + the OSG is highlighted for providing access to distributed high throughput computing services to the U.S. + research community. To this effect the OSG has provided billions of core hours to researchers all across + the U.S., stories of which can be viewed on our User Spotlights page. +

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Find Us!

-

Are you a resource provider wanting to join our collaboration? Contact us: support@opensciencegrid.org.

-

Are you a user wanting more computing resources? Check with your 'local' computing providers, or consider using OSG Connect (available to US-based academic/govt/non-profit research projects).

-

For any other inquiries, reach us at: support@opensciencegrid.org.

-

To see the breadth of the OSG impact, explore our accounting portal.

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Support

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- The activities of the OSG Consortium are supported by multiple projects and in-kind contributions from members. - Significant funding is provided through: + + +

+

Support

+
+
+

+ The activities of the OSG Consortium are supported by multiple projects and in-kind contributions. Significant funding is provided through:

-
-
-
- {% include image-title-desc-card.html - img_src="/assets/images/logos/Logo_Round_Med.png" - img_alt="PATh Logo" - title="Path" - description=" - The Partnership to Advance Throughput Computing (PATh) is an NSF-funded (#2030508) project to address the - needs of the rapidly growing community embracing Distributed High Throughput Computing (dHTC) technologies - and services to advance their research. - " - url="https://path-cc.io/" - %} -
-
- {% include image-title-desc-card.html - img_src="/assets/images/logos/IRIS_HEP.png" - img_alt="Iris-Hep Logo" - title="IRIS-HEP" - description=" - The Institute for Research and Innovation in Software for High Energy Physics (IRIS-HEP) is an - NSF-funded (#1836650) software institute established to meet the software and computing challenges - of the HL-LHC, through R&D for the software for acquiring, managing, processing and analyzing HL-LHC data. - " - url="https://iris-hep.org/" - class="flex-row-reverse" - %} -
-
+
+
+ {% include image-title-desc-card.html + img_src="/assets/images/logos/Logo_Round_Med.png" + img_alt="PATh Logo" + title="PATh" + description=" + The Partnership to Advance Throughput Computing (PATh) is an NSF-funded (#2030508) project to address the + needs of the rapidly growing community embracing Distributed High Throughput Computing (dHTC) technologies + and services to advance their research. + " + url="https://path-cc.io/" + %} +
+
+ {% include image-title-desc-card.html + img_src="/assets/images/logos/IRIS_HEP.png" + img_alt="Iris-Hep Logo" + title="IRIS-HEP" + description=" + The Institute for Research and Innovation in Software for High Energy Physics (IRIS-HEP) is an + NSF-funded (#1836650) software institute established to meet the software and computing challenges + of the HL-LHC, through R&D for the software for acquiring, managing, processing and analyzing HL-LHC data. + " + url="https://iris-hep.org/" + %}
+ + + + +{% include layout/footer.html %} diff --git a/news.html b/news.html index be3b20da..be5a4a73 100644 --- a/news.html +++ b/news.html @@ -1,19 +1,45 @@ --- -title: "Latest News from the OSG" -layout: padded-default +title: "Latest News" +layout: title-main --- +{% include /get/news.liquid %} -
-

OSG News

-
+ +
+
+
+
+ {% for article in news limit:3 %} +
+ {% include /cards/spotlight-card.html class="shadow" %} +
+ {% endfor %} +
+
+
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+
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+
-
+ +
-
- {% include /get/news.liquid %} - {% for news in news %} -
+
+ {% for news in news limit: 1 offset:1 %} +
+ {% include /cards/spotlight-card.html article=news %} +
+ {% endfor %} + {% for news in news limit: 1 offset:continue %} +
+ {% include /cards/spotlight-card.html article=news %} +
+ {% endfor %} + {% for news in news offset: continue %} +
{% include /cards/spotlight-card.html article=news %}
{% endfor %} diff --git a/spotlight.html b/spotlight.html index 29bbd8aa..c09052de 100644 --- a/spotlight.html +++ b/spotlight.html @@ -1,14 +1,55 @@ --- -title: "Spotlight" -layout: padded-default +title: "Spotlight Researchers" +layout: title-main --- +{% assign sorted_spotlights = site.spotlights | sort: "date" | reverse %} -
-

Spotlight

-
+
+
+
+
+
+ {% for article in sorted_spotlights limit:1 %} +
+ +
+
+
+ article +
+
+
+

{{ article.title }}

+ {% unless include.no_date %} +
+ {{ article.date | date: "%B %e, %Y" }} +
+ {% endunless %} +
+ + {{ article.long_excerpt | default: article.excerpt }} + +
+
+
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+ +
+ {% endfor %} +
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+ + +
{% include get/spotlights.liquid %} @@ -18,11 +59,24 @@

Spotlight

{% include /cards/spotlight-card.html data=spotlights no_date="true" %}
{% endfor %} +
+ + {% for article in sorted_spotlights limit:1 %} +
+ {% include /cards/spotlight-card.html data=spotlights no_date="true" %} +
+ {% endfor %} + + {% for article in sorted_spotlights offset: continue %} +
+ {% include /cards/spotlight-card.html data=spotlights no_date="true" %} +
+ {% endfor %} +
-
-
+

The OSG Consortium is pleased to see OSG stories reposted on the websites of other organizations.