Groot: An Event-graph-based Approach for Root Cause Analysis in Industrial Settings

2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)(2021)

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摘要
For large-scale distributed systems, it is crucial to efficiently diagnose the root causes of incidents to maintain high system availability. The recent development of microservice architecture brings three major challenges (i.e., complexities of operation, system scale, and monitoring) to root cause analysis (RCA) in industrial settings. To tackle these challenges, in this paper, we present Groot...
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关键词
Measurement,Knowledge engineering,Root cause analysis,Microservice architectures,Production,Reliability engineering,Real-time systems
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