Next Top Model Data Center
Hardware collecting scientific data runs inside the Jefferson Lab data center in Newport News, Va., on Sept, 2, 2025. (Aileen Devlin | Jefferson Lab)
Data scientists and developers at the U.S. Department of Energy’s Thomas Jefferson National Accelerator Facility are trying to find out, exploring some of the latest artificial intelligence (AI) techniques to help make high-performance computers more reliable and less costly to run.
The models in this case are artificial neural networks trained to monitor and predict the behavior of a scientific computing cluster, where torrents of numbers are constantly crunched. The goal is to help system administrators quickly identify and respond to troublesome computing jobs, reducing downtime for scientists processing data from their experiments.
Next Top Model Data Center
Hardware collecting scientific data runs inside the Jefferson Lab data center in Newport News, Va., on Sept, 2, 2025. (Aileen Devlin | Jefferson Lab)
Data scientists and developers at the U.S. Department of Energy’s Thomas Jefferson National Accelerator Facility are trying to find out, exploring some of the latest artificial intelligence (AI) techniques to help make high-performance computers more reliable and less costly to run.
The models in this case are artificial neural networks trained to monitor and predict the behavior of a scientific computing cluster, where torrents of numbers are constantly crunched. The goal is to help system administrators quickly identify and respond to troublesome computing jobs, reducing downtime for scientists processing data from their experiments.