Long-Fei Yan

Topo-MFP: Topology-aware multimodal propagation learning for fault detection and root cause localization in microservice systems

Fault detection and root cause localization in microservice systems are challenging because runtime failures may propagate across dependent services and appear heterogeneously in metrics, logs, and traces. Existing approaches often rely on single-modality observations, local anomaly scores, or static service topology,...