AIReSim: A Discrete Event Simulator for Large-scale AI Cluster Reliability Modeling

Karthik Pattabiraman, Mihir Patel, Fred Lin

Failures in clusters running large-scale AI workloads can result in decreased utilization. Because the cost of a failure in such AI workloads is high (as it requires restarting the…