[ https://issues.apache.org/jira/browse/HADOOP-14840?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16220039#comment-16220039
]
Akira Ajisaka commented on HADOOP-14840:
----------------------------------------
Reverted from branch-2.
> 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-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].
--
This message was sent by Atlassian JIRA
(v6.4.14#64029)
---------------------------------------------------------------------
To unsubscribe, e-mail: common-issues-unsubscribe@hadoop.apache.org
For additional commands, e-mail: common-issues-help@hadoop.apache.org
|