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Open access Sep 2026

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...

Qi Xin · 0 citations

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