Log Summarisation for Defect Evolution Analysis by Rares Dolga, Ran Zmigrod, Rui Silva, Salwa Alamir, and Sameena Shah

The authors propose an online semantic-based clustering approach to monitor code error life-cycles in log data. Their novel metric evaluates temporal log clusters' performance and outperforms existing systems.