Texas A&M HPRC at PEARC24: Building the National CI Workforce

By Elizabeth Leake, Texas A&M University

October 1, 2024

Texas A&M High-Performance Research Computing (HPRC) significantly contributed to the PEARC24 (Practice & Experience in Advanced Research Computing 2024) conference. Eleven HPRC and ACES’ (Accelerating Computing for Emerging Sciences) affiliate papers were presented; 10 are included in the conference proceedings and Association of Computing Machinery (ACM) Digital Library, and one is featured in a special edition of the Journal of Computational Science Education (JOCSE). Two were recognized as “Best Paper” in their respective categories, and one received the prestigious Phil Andrews Award.

BRICCs panel discussion during the 2023 workshop in Santa Fe, New Mexico. (Source Author)

Three HPRC PEARC24 papers reflect activities of the National Science Foundation (NSF) funded SWEETER (Southwest Expertise in Expanding Training, Education and Research), GenCyber (Cybersecurity Camp for secondary school children), and NSF BRICCs (Building Research Innovation at Community Colleges) projects that are led by HPRC Director of User Services and Research and Principal Investigator (PI) Dhruva K. Chakravorty. The BRICCs project co-PIs are Sarah Janes (San Jacinto College), Tim Cockerill (Texas Advanced Computing Center, TACC), and Honggao Liu (HPRC). The PEARC24 paper was authored by Wesley A. Brashear (HPRC), with Chakravorty, Liu, Janes, Tabitha Samuel (University of Tennessee, Knoxville), Ralph Zottola (University of Alabama at Birmingham), Fidelis Ngang (Houston Community College), Stephen Miller (Eastern New Mexico University), and Lisa M. Perez (HPRC). BRICCs is funded under NSF award number 2019136,

Dr. Chakravorty said, “Academic institutions are enthusiastic about AI and CI-enabled (Cyber Infrastructure enabled) research and education, but only a fraction of colleges and universities in the U.S. have access to advanced CI. BRICCs’ regional collaborations provide a pathway for the millions missing from the federated CI ecosystem envisioned by the NAIRR Pilot program, among others. All contributions are needed to address global grand challenges.”

Eight HPRC PEARC24 papers chronicle the results of benchmarking and other trials on the NSF ACES composable system that has been in testbed operation since August 2023. Its composable architecture, featuring a variety of novel accelerators and agile memory management, is useful when optimizing artificial intelligence (AI) workloads. HPRC Executive Director Honggao Liu leads the ACES project with Co-PIs Shaowen Wang (University of Illinois at Urbana Champaign), Tim Cockerill (TACC), Dhruva K. Chakravorty (HPRC), and Lisa Perez (HPRC). To date, 144 institutions (including 15 EPSCoR) have used ACES to accelerate the process of AI discovery in a wide range of domains.

Phil Andrews Award

From the conference website: The Phil Andrews Award honors the full paper submission deemed to have the most impact on research computing, broadly interpreted to encompass all areas in scientific research, technical innovation, state of practice, and workforce development. The award is offered in memory of Phil Andrews, a pioneer in advanced computing infrastructure for over 25 years. Phil brought tremendous passion and creative energy to NICS, PSC, SDSC, TeraGrid, and XSEDE. With degrees in physics, mathematics, and plasma physics from Cambridge, Purdue, and Princeton universities, he was experienced in artificial intelligence, visualization, archiving, digital libraries, and computational medicine. During his career, Phil authored approximately 40 papers on distributed and data-intensive computing and visualization techniques, theoretical plasma physics, and nonlinear dynamics. The winner of the Phil Andrews Award is selected by the PEARC Awards Chair and the Technical Program Co-Chairs, acting as a committee, from among the papers selected as the best papers in each track. Identifying a winner among the excellent candidate papers is always difficult, but the PEARC24 committee’s decision to recognize the Texas A&M HPRC’s BRICCs paper was unanimous.

Digest of HPRC and Collaborator Papers

Full Papers: Applications and Software

  • Article 6: “Container Adoption in Campus High-Performance Computing at Texas A&M University,” by Richard Lawrence (HPRC) et al.
  • Article 7: “Insight Gained from Migrating a Machine Learning Model to Intelligence Processing Units,” by Hieu Le (HPRC) et al.
  • Article 10: “Impact of Memory Bandwidth on the Performance of Accelerators” Sambit Mishra (HPRC), et al.

Full Papers: Workforce Development, Training, Diversity, and Education

  • Article 29: “Cultivating Cyberinfrastructure Careers through Student Engagement at Texas A&M University High-Performance Research Computing,” by Wesley Brashear (HPRC) et al.
  • Article 31: (Best Paper in this category, and Phil Andrews Award Winner): “BRICCs: Building Pathways to Research Cyberinfrastructure at Under-Resourced Institutions,” by Dhruva K. Chakravorty (HPRC), et al.

    Best Paper in category, and Phil Andrews Award Winner by Dhruva K. Chakravorty (HPRC)

Short Papers: Applications and Software

  • Article 43: “NetPointLib: Library for Large-Scale Spatial Network Point Data Fusion and Analysis,” Yunfan Kang, Fangzheng Lyu, and Shaowen Wang.
  • Article 46: “Performance of Molecular Dynamics Acceleration Strategies on Composable Cyberinfrastructure,” by Richard Lawrence (HPRC) et al.
  • Article 48: “Providing Accessible Software Environments Across Science Gateways and HPC,” by Alexander Michels, Mit Kotak, Anand Padmanabhan, John Speaks, and Shaowen Wang (UIUC/ACES Collaborator).
  • Article 64: “Exploring the Viability of Composable Architectures to Overcome Memory Limitations in High-Performance Computing Workflows,” by Wesley A. Brashear (HPRC) et al.

Short Papers: Workforce Development, Training, Diversity, and Education

  • Article 86 – Best Paper in this category: “Engaging Secondary Students in Computing and Cybersecurity,” by Sandra B. Nite (HPRC) et al.
Best Paper in category by Sandra B. Nite (HPRC) et al.

Top photo, from left: ACCESS-ACO Principal Investigator John Towns (National Center for Supercomputing Applications) delivers the Phil Andrews Award to BRICCs Collaborators Sarah Janes (San Jacinto Community College), Ralph Zottola (U-Alabama, Birmingham), Tabitha Samuel (University of Tennessee, Knoxville), and Lisa Perez (Texas A&M HPRC). PEARC24 was held in Providence, Rhode Island, July 21-25, 2024. Photo courtesy of the PEARC24 conference.

Subscribe to HPCwire's Weekly Update!

Be the most informed person in the room! Stay ahead of the tech trends with industry updates delivered to you every week!

AMD Announces Flurry of New Chips

October 10, 2024

AMD today announced several new chips including its newest Instinct GPU — the MI325X — as it chases Nvidia. Other new devices announced at the company event in San Francisco included the 5th Gen AMD EPYC processors, Read more…

NSF Grants $107,600 to English Professors to Research Aurora Supercomputer

October 9, 2024

The National Science Foundation has granted $107,600 to English professors at US universities to unearth the mysteries of the Aurora supercomputer. The two-year grant recipients will write up what the Aurora supercompute Read more…

VAST Looks Inward, Outward for An AI Edge

October 9, 2024

There’s no single best way to respond to the explosion of data and AI. Sometimes you need to bring everything into your own unified platform. Other times, you lean on friends and neighbors to chart a way forward. Those Read more…

Google Reports Progress on Quantum Devices beyond Supercomputer Capability

October 9, 2024

A Google-led team of researchers has presented more evidence that it’s possible to run productive circuits on today’s near-term intermediate scale quantum devices that are beyond the reach of classical computing. � Read more…

At 50, Foxconn Celebrates Graduation from Connectors to AI Supercomputing

October 8, 2024

Foxconn is celebrating its 50th birthday this year. It started by making connectors, then moved to systems, and now, a supercomputer. The company announced it would build the supercomputer with Nvidia's Blackwell GPUs an Read more…

ZLUDA Takes Third Wack as a CUDA Emulator

October 7, 2024

The ZLUDA CUDA emulator is back in its third invocation. At one point, the project was quietly funded by AMD and demonstrated the ability to run unmodified CUDA applications with near-native performance on AMD GPUs. Cons Read more…

NSF Grants $107,600 to English Professors to Research Aurora Supercomputer

October 9, 2024

The National Science Foundation has granted $107,600 to English professors at US universities to unearth the mysteries of the Aurora supercomputer. The two-year Read more…

VAST Looks Inward, Outward for An AI Edge

October 9, 2024

There’s no single best way to respond to the explosion of data and AI. Sometimes you need to bring everything into your own unified platform. Other times, you Read more…

Google Reports Progress on Quantum Devices beyond Supercomputer Capability

October 9, 2024

A Google-led team of researchers has presented more evidence that it’s possible to run productive circuits on today’s near-term intermediate scale quantum d Read more…

At 50, Foxconn Celebrates Graduation from Connectors to AI Supercomputing

October 8, 2024

Foxconn is celebrating its 50th birthday this year. It started by making connectors, then moved to systems, and now, a supercomputer. The company announced it w Read more…

The New MLPerf Storage Benchmark Runs Without ML Accelerators

October 3, 2024

MLCommons is known for its independent Machine Learning (ML) benchmarks. These benchmarks have focused on mathematical ML operations and accelerators (e.g., Nvi Read more…

DataPelago Unveils Universal Engine to Unite Big Data, Advanced Analytics, HPC, and AI Workloads

October 3, 2024

DataPelago this week emerged from stealth with a new virtualization layer that it says will allow users to move AI, data analytics, and ETL workloads to whateve Read more…

Stayin’ Alive: Intel’s Falcon Shores GPU Will Survive Restructuring

October 2, 2024

Intel's upcoming Falcon Shores GPU will survive the brutal cost-cutting measures as part of its "next phase of transformation." An Intel spokeswoman confirmed t Read more…

How GenAI Will Impact Jobs In the Real World

September 30, 2024

There’s been a lot of fear, uncertainty, and doubt (FUD) about the potential for generative AI to take people’s jobs. The capability of large language model Read more…

Shutterstock_2176157037

Intel’s Falcon Shores Future Looks Bleak as It Concedes AI Training to GPU Rivals

September 17, 2024

Intel's Falcon Shores future looks bleak as it concedes AI training to GPU rivals On Monday, Intel sent a letter to employees detailing its comeback plan after Read more…

Granite Rapids HPC Benchmarks: I’m Thinking Intel Is Back (Updated)

September 25, 2024

Waiting is the hardest part. In the fall of 2023, HPCwire wrote about the new diverging Xeon processor strategy from Intel. Instead of a on-size-fits all approa Read more…

Ansys Fluent® Adds AMD Instinct™ MI200 and MI300 Acceleration to Power CFD Simulations

September 23, 2024

Ansys Fluent® is well-known in the commercial computational fluid dynamics (CFD) space and is praised for its versatility as a general-purpose solver. Its impr Read more…

AMD Clears Up Messy GPU Roadmap, Upgrades Chips Annually

June 3, 2024

In the world of AI, there's a desperate search for an alternative to Nvidia's GPUs, and AMD is stepping up to the plate. AMD detailed its updated GPU roadmap, w Read more…

Nvidia Shipped 3.76 Million Data-center GPUs in 2023, According to Study

June 10, 2024

Nvidia had an explosive 2023 in data-center GPU shipments, which totaled roughly 3.76 million units, according to a study conducted by semiconductor analyst fir Read more…

Shutterstock_1687123447

Nvidia Economics: Make $5-$7 for Every $1 Spent on GPUs

June 30, 2024

Nvidia is saying that companies could make $5 to $7 for every $1 invested in GPUs over a four-year period. Customers are investing billions in new Nvidia hardwa Read more…

Shutterstock 1024337068

Researchers Benchmark Nvidia’s GH200 Supercomputing Chips

September 4, 2024

Nvidia is putting its GH200 chips in European supercomputers, and researchers are getting their hands on those systems and releasing research papers with perfor Read more…

Comparing NVIDIA A100 and NVIDIA L40S: Which GPU is Ideal for AI and Graphics-Intensive Workloads?

October 30, 2023

With long lead times for the NVIDIA H100 and A100 GPUs, many organizations are looking at the new NVIDIA L40S GPU, which it’s a new GPU optimized for AI and g Read more…

Leading Solution Providers

Contributors

IBM Develops New Quantum Benchmarking Tool — Benchpress

September 26, 2024

Benchmarking is an important topic in quantum computing. There’s consensus it’s needed but opinions vary widely on how to go about it. Last week, IBM introd Read more…

Intel Customizing Granite Rapids Server Chips for Nvidia GPUs

September 25, 2024

Intel is now customizing its latest Xeon 6 server chips for use with Nvidia's GPUs that dominate the AI landscape. The chipmaker's new Xeon 6 chips, also called Read more…

Quantum and AI: Navigating the Resource Challenge

September 18, 2024

Rapid advancements in quantum computing are bringing a new era of technological possibilities. However, as quantum technology progresses, there are growing conc Read more…

Google’s DataGemma Tackles AI Hallucination

September 18, 2024

The rapid evolution of large language models (LLMs) has fueled significant advancement in AI, enabling these systems to analyze text, generate summaries, sugges Read more…

IonQ Plots Path to Commercial (Quantum) Advantage

July 2, 2024

IonQ, the trapped ion quantum computing specialist, delivered a progress report last week firming up 2024/25 product goals and reviewing its technology roadmap. Read more…

Microsoft, Quantinuum Use Hybrid Workflow to Simulate Catalyst

September 13, 2024

Microsoft and Quantinuum reported the ability to create 12 logical qubits on Quantinuum's H2 trapped ion system this week and also reported using two logical qu Read more…

US Implements Controls on Quantum Computing and other Technologies

September 27, 2024

Yesterday the Commerce Department announced export controls on quantum computing technologies as well as new controls for advanced semiconductors and additive Read more…

Everyone Except Nvidia Forms Ultra Accelerator Link (UALink) Consortium

May 30, 2024

Consider the GPU. An island of SIMD greatness that makes light work of matrix math. Originally designed to rapidly paint dots on a computer monitor, it was then Read more…

  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire