further descriptions:

Environment: Spark cluster running in standalone mode with 1 master, 5
slaves, each has 4 vCPUS, 8GB RAM
data is being streamed from 3 node kafka cluster (managed by 3 node zk
cluster). 

Checkpointing is being done at hadoop-cluster, 
plus we are also saving state in HBase (on top of hadoop-cluster) and
recovering it while starting the streaming appplication

Please find the screen shot
<http://apache-spark-user-list.1001560.n3.nabble.com/file/n27201/Screen_Shot_2559-06-21_at_3.png>
 



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