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Throughput - straight line 0-600,000 messages/second in how long?
Latency - how quickly can I get a few messages?
Reliability - burn in, stress and soak tests

Building and running the tests

The performance tests live in qpid/java/perftests. When they are built the scripts are generated and placed into qpid/java/build/bin/perftests.