April 3, 2025
12:15 PM – 1:15 PM
Speaker:
Barry Farmer, Center for Computational Sciences, University of Kentucky
Where:
327 McVey Hall (Virtual Speaker)
(Zoom link: https://uky.zoom.us/j/82467171189)
Title:
Enhancing AI/ML Research with HPC Resources: A Practical Approach
Abstract:
Navigating high-performance computing (HPC) environments can be challenging for researchers seeking to access and utilize a wide range of software tools. This session introduces key services developed to simplify access to software and resources at the University of Kentucky, including the Software Discovery Service (SDS) and the Singularity Container Composer. These tools enable users to quickly locate available software and customize containerized applications to meet their specific research needs. We’ll explore how to search for software, create custom containers, and deploy Jupyter Notebooks using Open OnDemand, providing practical applications for a variety of research areas. While there will be a focus on AI/ML use cases, the tools and techniques covered are broadly applicable to any HPC-based research. This session is ideal for participants with limited experience in HPC environments but looking to enhance their research capabilities.