COCA: Generative Root Cause Analysis for Distributed Systems with Code Knowledge

Runtime failures are commonplace in modern distributed systems. When such issues arise, users often turn to platforms such as Github or JIRA to report them and request assistance. Automatically identifying the root cause of these failures is critical for ensuring high reliability and availability. H...

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Veröffentlicht in:	Proceedings / International Conference on Software Engineering S. 1346 - 1358
Hauptverfasser:	Li, Yichen, Wu, Yulun, Liu, Jinyang, Jiang, Zhihan, Chen, Zhuangbin, Yu, Guangba, Lyu, Michael R.
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 26.04.2025
Schlagworte:	Accuracy Codes Data mining Large language models Location awareness Monitoring Reliability Root cause analysis Runtime Software development management
ISSN:	1558-1225
Online-Zugang:	Volltext
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