An-Ran Chen

TAILOR: Template-Preserving Augmentation for Long-Tailed Log Parsing

Log parsing is essential for system log analysis because it supports tasks such as debugging, monitoring, and anomaly detection by transforming unstructured log messages into structured log templates. However, real-world log datasets exhibit highly imbalanced, long-tailed distributions, where a small number of frequent...