When Log Parsing Removes What Matters: Detecting Failures in Distributed GPU Workloads

Boyuan Cui, Yuyang Zeng, Yifang Tian +1

Large AI models increasingly rely on distributed GPU execution, yet it remains unclear whether established failure analysis methods transfer effectively to this setting. We introdu…