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https://issues.apache.org/jira/browse/FLINK-16069?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17174053#comment-17174053
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Yumeng Zhang commented on FLINK-16069:
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[~zhuzh] Yes, we encountered the same problem when deploying a job with a large 
number of tasks. It took a few minutes to finish deploying these tasks.

> Creation of TaskDeploymentDescriptor can block main thread for long time
> ------------------------------------------------------------------------
>
>                 Key: FLINK-16069
>                 URL: https://issues.apache.org/jira/browse/FLINK-16069
>             Project: Flink
>          Issue Type: Improvement
>          Components: Runtime / Coordination
>            Reporter: huweihua
>            Priority: Major
>
> The deploy of tasks will take long time when we submit a high parallelism 
> job. And Execution#deploy run in mainThread, so it will block JobMaster 
> process other akka messages, such as Heartbeat. The creation of 
> TaskDeploymentDescriptor take most of time. We can put the creation in future.
> For example, A job [source(8000)->sink(8000)], the total 16000 tasks from 
> SCHEDULED to DEPLOYING took more than 1mins. This caused the heartbeat of 
> TaskManager timeout and job never success.



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