activity
20242026
most citedHPC Digital Twins for Evaluating Scheduling Policies, Incentive Structures and their Impact on Power and Cooling

2 citations · 2 across the 11 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Attention-Informed Surrogates for Navigating Power-Performance Trade-offs in HPC

Ashna Nawar Ahmed, Banooqa Banday, Terry Jones +1

High-Performance Computing (HPC) schedulers must balance user performance with facility-wide resource constraints. The task boils down to selecting the optimal number of nodes for…

cs.LG2024

Novel Representation Learning Technique using Graphs for Performance Analytics

Tarek Ramadan, Ankur Lahiry, Tanzima Z. Islam

The performance analytics domain in High Performance Computing (HPC) uses tabular data to solve regression problems, such as predicting the execution time. Existing Machine Learnin…