Fei-Yue Song

ChatRCA: A Root Cause Analysis Method via LLMs-based Multi-Agent with Human-in-the-Loop

Root cause analysis (RCA) underpins cloud reliability by correlating anomalous signals to identify incident causes. Existing LLM-based RCA methods show promise, but monolithic LLM pipelines often under-capture RCA's structured workflow, while fully automated reasoning lacks calibrated uncertainty handling and expert ov...