Bingxu Chai

LOGPTR: VARIABLE-AWARE LOG PARSING WITH POINTER NETWORK

Due to the sheer size of software logs, developers rely on automated log analysis. Log parsing, which parses semi-structured logs into a structured format, is a prerequisite of automated log analysis. However, existing log parsers are unsatisfactory when applied in practice because they 1) ignore ca…