Benchmarking end - end architecture JMS queue to Hbase table

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An End to End architecture is defined as follows:

JMS queue->Kakfa cluster->spark streaming->Hbase table

For Performance testing whole architecture, i can produce xmls through tools like Jmeter to JMS queue(will give response times of sending data to jms only) which flows through various components to Hbase.

I can even test each and every components individually(jms, kafka, spark),(which will give response times for particular block) I want to prepare script in jmeter which should inject data into JMS queue and get the response time for data reaching hbase.(end-end benchmarking)

Is this any way possible? Or am i going in wrong direction?

Any suggestions to achieve this? Suggestions will be appreciated.

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