A machine learning toolkit for log parsing [ICSE'19, DSN'16]
A log analysis toolkit for automated anomaly detection [ISSRE'16]
Characterizing the Natural Language Descriptions in Software Logging Statements [ASE'18]
Learning to log: A framework for determining optimal logging points [ICSE'15, ICSE'14]