Throughput Computing 2025

Session

Running ML, AI and GPU Workflows

Jun 5, 2025, 9:00 AM

Howard Auditorium and 2nd Floor Meeting Rooms (Fluno Center on the University of Wisconsin-Madison Campus)

33. GPU Access and AI workflows in CHTC and the OSPool

6/5/25, 9:00 AM

11. ARA Distributed Inference Experiments: Flying HTCondor Over a Field of Wireless Dreams

Martin Kandes (San Diego Supercomputer Center)

6/5/25, 9:25 AM

We present the initial design and proposed implementation for a series of long-baseline, distributed inference experiments leveraging ARA --- a platform for advanced wireless research that spans approximately 500 square kilometers near Iowa State University, including campus, the City of Ames, local research and producer farms, and neighboring rural communities in central Iowa. These...

26. Pegasus WMS Deployments in ACCESS and NAIRR Pilot

Mats Rynge (USC / ISI)

6/5/25, 9:50 AM

Pegasus is a widely used scientific workflow management system built on top of HTCondor DAGMan. This talk will highlight how Pegasus is deployed within the NSF ACCESS ecosystem and the NAIRR Pilot. We will cover access point deployments, including the hosted ACCESS Pegasus platform (Open OnDemand and Jupyter), workflow execution nodes in HPC environments, and a JupyterLab-based access point...

34. Experiments and expansions: Leveraging PATh tools and NAIRR resources in ML workflows

Ian Ross (U. Wisconsin)

6/5/25, 10:15 AM