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https://issues.apache.org/jira/browse/YARN-4879?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15220482#comment-15220482
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Vinod Kumar Vavilapalli commented on YARN-4879:
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BTW, for the federation related issue, does the client-library need to always 
generate these IDs? How does that interact with application generated IDs?

> Proposal for a simple (delta) allocate protocol
> -----------------------------------------------
>
>                 Key: YARN-4879
>                 URL: https://issues.apache.org/jira/browse/YARN-4879
>             Project: Hadoop YARN
>          Issue Type: Improvement
>          Components: applications, resourcemanager
>            Reporter: Subru Krishnan
>            Assignee: Subru Krishnan
>         Attachments: SimpleAllocateProtocolProposal-v1.pdf
>
>
> For legacy reasons, the current allocate protocol expects expanded requests 
> which represent the cumulative request for any change in resource 
> constraints. This is not only very difficult to comprehend but makes it 
> impossible for the scheduler to associate container allocations to the 
> original requests. This problem is amplified by the fact that the expansion 
> is managed by the AMRMClient which makes it cumbersome for non-Java clients 
> as they all have to replicate the non-trivial logic. In this JIRA, we are 
> proposing a delta allocate protocol where the AM will need to only specify 
> changes in resource constraints.  



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