1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.DC2024★ 1 cited
Revisiting Reliability in Large-Scale Machine Learning Research Clusters
Apostolos Kokolis, Michael Kuchnik, John Hoffman +7
Reliability is a fundamental challenge in operating large-scale machine learning (ML) infrastructures, particularly as the scale of ML models and training clusters continues to gro…
cs.AR2021
A Method for Hiding the Increased Non-Volatile Cache Read Latency
Apostolos Kokolis, Namrata Mantri, Shrikanth Ganapathy +2
The increased memory demands of workloads is putting high pressure on Last Level Caches (LLCs). Unfortunately, there is limited opportunity to increase the capacity of LLCs due to…