Correlation-Driven Root Cause Analysis from Multi-Service Logs via Template-Aware Graph Inference: An Empirical Study on LogHub Hadoop and RCAEval Sock Shop
Root cause analysis (RCA) has become urgent in AIOps because modern incidents rarely stay inside one component: failures propagate across services and operators must identify the initiating service, not only the loudest symptom. Prior log analytics studies have mainly emphasized parsing and anomaly detection, while rec...