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Log data have facilitated various tasks of software development and maintenance, such as testing, debugging and diagnosing.
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The replication repository of our evaluation artifacts
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Logram: Efficient Log Parsing Using n n n-Gram Dictionaries
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Zhichao Chen, Junjie Chen, Weijing Wang, Jianyi Zhou, Meng Wang, Xiang Chen, Shan Zhou, and Jianmin Wang. 2023 · 2023
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Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction. In 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE)
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Scalable and Adaptive Log-based Anomaly Detection with Expert in the Loop
Jinyang Liu, Junjie Huang, Yintong Huo, Zhihan Jiang, Jiazhen Gu, Zhuangbin Chen, Cong Feng, Minzhi Yan, and Michael R Lyu. 2023 · 2023
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Automatic Parsing and Utilization of System Log Features in Log Analysis: A Survey
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LogRule: Efficient Structured Log Mining for Root Cause Analysis
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Towards a Classification of Log Parsing Errors. In 2023 IEEE/ACM 31st International Conference on Program Comprehension (ICPC) . IEEE, 84–88
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System Log Parsing: A Survey
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Go Static: Contextualized Logging Statement Generation
Yichen Li, Yintong Huo, Renyi Zhong, Zhihan Jiang, Jinyang Liu, Junjie Huang, Jiazhen Gu, Pinjia He, and Michael R Lyu. 2024 · 2024
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