Antony Stubbs created KAFKA-6145:
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             Summary: Warm up new KS instances before migrating tasks - 
potentially a two phase rebalance
                 Key: KAFKA-6145
                 URL: https://issues.apache.org/jira/browse/KAFKA-6145
             Project: Kafka
          Issue Type: New Feature
          Components: streams
            Reporter: Antony Stubbs


Currently when expanding the KS cluster, the new node's partitions will be 
unavailable during the rebalance, which for large states can take a very long 
time, or for small state stores even more than a few ms can be a deal breaker 
for micro service use cases.
One workaround would be two execute the rebalance in two phases:
1) start running state store building on the new node
2) once the state store is fully populated on the new node, only then rebalance 
the tasks - there will still be a rebalance pause, but would be greatly reduced



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