DTrace is a dynamic tracing framework that can be used to identify performance problems in MySQL. It works by inserting probes into code locations and executing scripts when the probes fire. This allows tracking of events like SQL queries, table locks, and storage engine operations without restarting MySQL. The document provides examples of using static and dynamic probes to trace queries and identify hot database tables.