Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks

Author:

Liu Ping,Xu Haowen,Ouyang Qianyu,Jiao Rui,Chen Zhekang,Zhang Shenglin,Yang Jiahai,Mo Linlin,Zeng Jice,Xue Wenman,Pei Dan

Funder

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Research and Development

Science and Technology Planning Project of Guangdong Province

Publisher

IEEE

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3. Interpretable Failure Localization for Microservice Systems Based on Graph Autoencoder;ACM Transactions on Software Engineering and Methodology;2024-09-13

4. Multilayered Fault Detection and Localization With Transformer for Microservice Systems;IEEE Transactions on Reliability;2024-09

5. Microservice Root Cause Analysis With Limited Observability Through Intervention Recognition in the Latent Space;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

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