2 papers
cs.CR2026
PVF:Understanding AI Vulnerability Against SDCs
Xun Jiao, Fred Lin, Harish D. Dixit +8
Reliability of AI systems is a fundamental concern for the successful deployment and widespread adoption of AI technologies. Unfortunately, the escalating complexity and heterogene…
cs.DC2026
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…