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Some details could be found in this blog post: http://blog.cask.co/2015/04/metrics-system-for-data-application-platform/. Also here: 

Jira Legacy
serverCask Community Issue Tracker
serverId45b48dee-c8d6-34f0-9990-e6367dc2fe4b
keyCDAP-760
. NOTE: not all of the above was implemented (e.g. Push-out plugin mechanism is not there).

Metrics performance evaluation (

Jira Legacy
serverCask Community Issue Tracker
serverId45b48dee-c8d6-34f0-9990-e6367dc2fe4b
keyCDAP-1127
) gives another high-level view on the current metrics system:

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