DeepParse: Hybrid Log Parsing with LLM-Synthesized Regex Masks

Amir Shetaia, Sean Kauffman

Modern distributed systems produce massive, heterogeneous logs essential for reliability, security, and anomaly detection. Converting these free-form messages into structured templ…