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https://issues.apache.org/jira/browse/YARN-656?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13652107#comment-13652107
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Sandy Ryza commented on YARN-656:
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Agreed that memory total should be the total amount of memory in the cluster.  
In the fair scheduler, and I'm pretty sure the capacity scheduler as well, a 
reservation is a promise that the next time resources on a certain node free 
up, they will go to a particular application.  The purpose of these is to 
prevent larger container requests from starving.  So it doesn't really make 
sense to subtract these from availableMB, because they overlap with allocatedMB.
                
> In scheduler UI, "Memory Total" should not include reserved memory.
> -------------------------------------------------------------------
>
>                 Key: YARN-656
>                 URL: https://issues.apache.org/jira/browse/YARN-656
>             Project: Hadoop YARN
>          Issue Type: Bug
>          Components: resourcemanager, scheduler
>    Affects Versions: 2.0.4-alpha
>            Reporter: Sandy Ryza
>            Assignee: Sandy Ryza
>
> "Memory Total" is currently a sum of availableMB, allocatedMB, and 
> reservedMB.  Including reservedMB in this sum can make the total exceed the 
> capacity of the cluster. 

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