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…