Cleaning Logs for Downstream Tasks (Registered Report)

arXiv·low signal

Yazdi et al. tackle the redundant, irrelevant content in software logs that degrades downstream analysis like model inference and anomaly detection. The registered report proposes identifying and removing 'free-standing' log messages as a preprocessing step. A pragmatic data-quality lever for observability and AIOps pipelines.