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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Bibliographic Details

Published in:	Proceedings / International Conference on Software Engineering pp. 1346 - 1358
Main Authors:	Li, Yichen, Wu, Yulun, Liu, Jinyang, Jiang, Zhihan, Chen, Zhuangbin, Yu, Guangba, Lyu, Michael R.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 26.04.2025
Subjects:	Accuracy Codes Data mining Large language models Location awareness Monitoring Reliability Root cause analysis Runtime Software development management
ISSN:	1558-1225
Online Access:	Get full text
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