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loghub
A large collection of system log datasets for AI-driven log analytics [ISSRE'23]logparser
A machine learning toolkit for log parsing [ICSE'19, DSN'16]loglizer
A machine learning toolkit for log-based anomaly detection [ISSRE'16]awesome-log-analysis
A list of awesome research on log analysis, anomaly detection, fault localization, and AIOpsDrain3
A robust streaming log template miner based on the Drain algorithmdeep-loglizer
A deep learning toolkit for log-based anomaly detectionLog3C
Log-based impactful problem identification using machine learning [FSE'18]bughub
A collection of free-text bug reports for duplicate issue identificationloghub-2.0
A Large-scale Evaluation for Log Parsing Techniques: How Far are We? [ISSTA'24]logzip
An optimized log compression tool via iterative clustering [ASE'19]AutoLog
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection [ASE'23]LILAC
LILAC: Log Parsing using LLMs with Adaptive Parsing Cache [FSE'24]LogBench
A benchmark for logging statement generation.hybridlogparser
A toolkit for hybrid log parsingLoggingDescriptions
Characterizing the natural language descriptions in software logging statements [ASE'18]LogAdvisor
Learning to log: A framework for determining optimal logging points [ICSE'15, ICSE'14]Love Open Source and this site? Check out how you can help us