swy created FLINK-9597:
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             Summary: Flink fail to scale!
                 Key: FLINK-9597
                 URL: https://issues.apache.org/jira/browse/FLINK-9597
             Project: Flink
          Issue Type: Bug
          Components: Core
    Affects Versions: 1.5.0
            Reporter: swy


Hi, we found that our Flink application with simple logic, which using process 
function is not scale-able when scale from 8 parallelism onward even though 
with sufficient resources. Below it the result where is capped at around 250k 
TPS. No matter how we tune the parallelism of the operators it just not work, 
same to increase source parallelism.

Please refer to "scaleNotWork.png"
1. fixed source parallelism 4, other operators parallelism 8
1. fixed source parallelism 4, other operators parallelism 8
1. fixed source parallelism 4, other operators parallelism 8
1. fixed source parallelism 4, other operators parallelism 8
1. fixed source parallelism 4, other operators parallelism 8





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