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https://issues.apache.org/jira/browse/FLINK-10214?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16594673#comment-16594673
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Chesnay Schepler commented on FLINK-10214:
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As outlined in FLINK-9455 this behavior was introduced in 1.5, and is planned 
to be fixed for 1.7. If this is a serious issue for you, please consider 
switching the cluster to legacy mode. 
https://ci.apache.org/projects/flink/flink-docs-master/ops/config.html#mode

> why is job applying as many TMs as default parallelism when starting, each 
> parallelism is 1
> -------------------------------------------------------------------------------------------
>
>                 Key: FLINK-10214
>                 URL: https://issues.apache.org/jira/browse/FLINK-10214
>             Project: Flink
>          Issue Type: Task
>          Components: Cluster Management, TaskManager, YARN
>    Affects Versions: 1.5.0
>            Reporter: lzh9
>            Priority: Major
>
> If I set TM number=6, slot num each TM=8, memory each TM=4G, the job will 
> apply 48 TMs, and use only one slot each, total memory usage is 192G. A few 
> minutes later, it will release 40TMs, everything will be normal. 
> Is there any reason about it? 



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