A monitoring system for a distributed environment including a plurality of hosts capable of executing multiple copies of a scalable application includes a first device for generating first data corresponding to performance of all copies of the scalable application; a second device for generating second data corresponding to performance of all host in the distributed environment; and a third device for generating performance metrics based on the first and second data.

 
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