This document discusses Mercari's use of stream processing to monitor logs and metrics. It describes how Mercari previously used scripts to parse logs periodically, which was inefficient. Mercari now uses Norikra, an open source stream processing tool, to ingest logs and metrics in real-time and perform analytics using SQL queries. Norikra provides benefits over their previous approach like no nee