Hadoop provides a framework to collect internal events and metrics and report them to the external system. The external system could be simply writing to a file or a tool like Ganglia. The new Hadoop Metrics2 framework has been revamped to integrate better with Ganglia.

The best things about the framework are the pluggable output plugins and the ability to reconfigure it without the need to restart the daemons.

The metrics have three main parts: