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A Story About Cohesion and Separation: Label-Free Metric for Log Parser Evaluation
Qiaolin Qin, Jianchen Zhao, Heng Li +2
Log parsing converts log messages into structured event templates, allowing for automated log analysis and reducing manual inspection effort. To select the most compatible parser f…
Logging Requirement for Continuous Auditing of Responsible Machine Learning-based Applications
Patrick Loic Foalem, Leuson Da Silva, Foutse Khomh +2
Machine learning (ML) is increasingly applied across industries to automate decision-making, but concerns about ethical and legal compliance remain due to limited transparency, fai…
Plug it and Play on Logs: A Configuration-Free Statistic-Based Log Parser
Qiaolin Qin, Xingfang Wu, Heng Li +1
Log parsing is an essential task in log analysis, and many tools have been designed to accomplish it. Existing log parsers can be categorized into statistic-based and semantic-base…