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https://issues.apache.org/jira/browse/YARN-5035?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15269318#comment-15269318
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Karthik Kambatla commented on YARN-5035:
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bq. I was thinking of integrating YARN-4056 with the fair scheduler. My initial 
thought process was to replace the assignMultiple with the Bundler.
Sounds like a good long-term approach. Until we gain confidence, I would like 
for the bundler to be opt in. Would like to get this in sooner to help with 
more immediate concerns. 

bq. But if continuous-scheduling is turned on, we can always set maxAssign=1 to 
get a balanced workload distribution, right?
Yes. We have seen some issues with continuous-scheduling on large clusters - 
the continuous-scheduling thread hogs the CPU rendering other functionality 
slow/unresponsive.

> FairScheduler: Adjust maxAssign dynamically when assignMultiple is turned on
> ----------------------------------------------------------------------------
>
>                 Key: YARN-5035
>                 URL: https://issues.apache.org/jira/browse/YARN-5035
>             Project: Hadoop YARN
>          Issue Type: Improvement
>          Components: fairscheduler
>    Affects Versions: 2.8.0
>            Reporter: Karthik Kambatla
>            Assignee: Karthik Kambatla
>
> When assignMultiple is turned on, today the number of containers allocated to 
> node within a single heartbeat is determined by maxAssign. Picking a higher 
> value for this prevents the spreading of the workload, and a smaller number 
> leads to slow ramp up. 
> The proposal is to make it dynamic - half of the unallocated resources on the 
> node. 



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