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https://issues.apache.org/jira/browse/YARN-326?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13642370#comment-13642370
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Sandy Ryza commented on YARN-326:
---------------------------------

Thanks for taking a look Andrew.  Minimum shares exceeding the cluster size and 
particularly the cluster size when nodes are down is definitely a concern.  
However, I'm wary of diverging from how it's been configured in the past, which 
is in terms of absolute amounts.  Currently, nothing crazy will happen in this 
situation either, resources will just go to the apps that are the farthest 
behind their fair shares.  

Also, I think it's reasonable that minimum shares should be able to be 
different amounts for different resources.  Suppose the geology department, 
which requires a bunch of cores, and the history department, which runs jobs 
that need a lot of memory, decide to get together on a cluster.  I think we 
should be able to give the geology department lots of CPU without giving it 
lots of RAM.
                
> Add multi-resource scheduling to the fair scheduler
> ---------------------------------------------------
>
>                 Key: YARN-326
>                 URL: https://issues.apache.org/jira/browse/YARN-326
>             Project: Hadoop YARN
>          Issue Type: New Feature
>          Components: scheduler
>    Affects Versions: 2.0.2-alpha
>            Reporter: Sandy Ryza
>            Assignee: Sandy Ryza
>         Attachments: FairSchedulerDRFDesignDoc.pdf, YARN-326.patch
>
>
> With YARN-2 in, the capacity scheduler has the ability to schedule based on 
> multiple resources, using dominant resource fairness.  The fair scheduler 
> should be able to do multiple resource scheduling as well, also using 
> dominant resource fairness.
> More details to come on how the corner cases with fair scheduler configs such 
> as min and max resources will be handled.

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