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From "Hadoop QA (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (HADOOP-14840) Tool to estimate resource requirements of an application pipeline based on prior executions
Date Thu, 19 Oct 2017 05:16:00 GMT

    [ https://issues.apache.org/jira/browse/HADOOP-14840?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16210586#comment-16210586
] 

Hadoop QA commented on HADOOP-14840:
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| {color:blue}0{color} | {color:blue} reexec {color} | {color:blue}  0m  0s{color} | {color:blue}
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|| Subsystem || Report/Notes ||
| JIRA Issue | HADOOP-14840 |
| JIRA Patch URL | https://issues.apache.org/jira/secure/attachment/12892980/HADOOP-14840-v1.patch
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| Console output | https://builds.apache.org/job/PreCommit-HADOOP-Build/13551/console |
| Powered by | Apache Yetus 0.6.0-SNAPSHOT   http://yetus.apache.org |


This message was automatically generated.



> 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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