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https://issues.apache.org/jira/browse/HADOOP-14840?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16211566#comment-16211566
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Subru Krishnan commented on HADOOP-14840:
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[~Rui Li], please do not remove older patches as the provenance will be lost.
That's the reason we use version numbers, so reattach the v1 patch and then the
updated patch as v2. Thanks.
> Tool to estimate resource requirements of an application pipeline based on
> prior executions
> -------------------------------------------------------------------------------------------
>
> Key: HADOOP-14840
> URL: https://issues.apache.org/jira/browse/HADOOP-14840
> Project: Hadoop Common
> Issue Type: New Feature
> Components: tools
> Reporter: Subru Krishnan
> Assignee: Rui Li
> Priority: Blocker
> Attachments: HADOOP-14840-v1.patch, ResourceEstimator-design-v1.pdf
>
>
> We have been working on providing SLAs for job execution on Hadoop. At high
> level this involves 2 parts: deriving the resource requirements of a job and
> guaranteeing the estimated resources at runtime. The {{YARN
> ReservationSystem}} (YARN-1051/YARN-2572/YARN-5326) enable the latter and in
> this JIRA, we propose to add a tool to Hadoop to predict the resource
> requirements of a job based on past executions of the job. The system (aka
> *Morpheus*) deep dive can be found in our OSDI'16 paper
> [here|https://www.usenix.org/conference/osdi16/technical-sessions/presentation/jyothi].
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