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https://issues.apache.org/jira/browse/FLINK-12122?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16922710#comment-16922710
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Nico Kruber commented on FLINK-12122:
-------------------------------------

[~anton_ryabtsev]  true, memory could become an issue in certain scenarios. 
However, I don't get the GC part: native memory for threads shouldn't be part 
of GC, network buffers are pre-allocated and off-heap, and the task's load is, 
in sum, the same, just more widely spread.

> Spread out tasks evenly across all available registered TaskManagers
> --------------------------------------------------------------------
>
>                 Key: FLINK-12122
>                 URL: https://issues.apache.org/jira/browse/FLINK-12122
>             Project: Flink
>          Issue Type: Sub-task
>          Components: Runtime / Coordination
>    Affects Versions: 1.6.4, 1.7.2, 1.8.0
>            Reporter: Till Rohrmann
>            Priority: Major
>         Attachments: image-2019-05-21-12-28-29-538.png, 
> image-2019-05-21-13-02-50-251.png
>
>
> With Flip-6, we changed the default behaviour how slots are assigned to 
> {{TaskManages}}. Instead of evenly spreading it out over all registered 
> {{TaskManagers}}, we randomly pick slots from {{TaskManagers}} with a 
> tendency to first fill up a TM before using another one. This is a regression 
> wrt the pre Flip-6 code.
> I suggest to change the behaviour so that we try to evenly distribute slots 
> across all available {{TaskManagers}} by considering how many of their slots 
> are already allocated.



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