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Date: Thu, 26 Oct 2017 18:57:01 +0000 (UTC)
From: "Subru Krishnan (JIRA)" <jira@apache.org>
To: common-issues@hadoop.apache.org
Message-ID: <JIRA.13099931.1504643566000.71481.1509044221800@Atlassian.JIRA>
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References: <JIRA.13099931.1504643566000@Atlassian.JIRA> <JIRA.13099931.1504643566797@jira-lw-us.apache.org>
Subject: [jira] [Updated] (HADOOP-14840) Tool to estimate resource
 requirements of an application pipeline based on prior executions
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archived-at: Thu, 26 Oct 2017 18:57:06 -0000


     [ https://issues.apache.org/jira/browse/HADOOP-14840?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Subru Krishnan updated HADOOP-14840:
------------------------------------
    Status: Patch Available  (was: Reopened)

> 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
>             Fix For: 3.0.0, 3.1.0
>
>         Attachments: HADOOP-14840-branch-2-v4.patch, HADOOP-14840-v1.patch, HADOOP-14840-v2.patch, HADOOP-14840-v3.patch, HADOOP-14840-v4.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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