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Author

Peng Zhang

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Open access Aug 2026

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

Topo-MFP is proposed, a topology-aware multimodal propagation learning framework for service-level fault detection and root cause localization that combines heterogeneous observability data with service dependency information in two stages and provides diagnostic information beyond random ranking, local anomaly scores,...

Peng Zhang, Jun-Sheng Wu, Hao He et al. · 0 citations

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