ARGUS: Production-Scale Tracing and Performance Diagnosis for over 10,000-GPU Clusters

Jiasheng Zhou, Longbin Zeng, Clavis Chen +5

Large-scale LLM training requires always-on, fine-grained observability for effective performance diagnosis at scale. Coarse resource monitors alone cannot localize root causes, an…