1. Log3c
Log-based Impactful Problem Identification using Machine Learning [FSE'18]
2. Loglizer
A log analysis toolkit for automated anomaly detection [ISSRE'16]
3. Logparser
A toolkit for automated log parsing [ICSE'19, TDSC'18, DSN'16]
4. Loghub
A large collection of system log datasets for AI-powered log analytics
5. Awesome Log Analysis
A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
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log-analysis6. LoggingDescriptions
Characterizing the Natural Language Descriptions in Software Logging Statements [ASE'18]
7. bugrepo
A collection of publicly available bug reports
1-7 of 7 user projects