[
https://issues.apache.org/jira/browse/HADOOP-14840?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Subru Krishnan updated HADOOP-14840:
------------------------------------
Release Note: The first version of Resource Estimator service, a tool that
captures the historical resource usage of an app and predicts its future
resource requirement. (was: The first version of Resource Estimator service, a
tool that captures the historical resource usage of an app and predicts it's
future resource requirement.)
> 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
> Fix For: 2.9.0, 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].
--
This message was sent by Atlassian JIRA
(v6.4.14#64029)
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
