[ https://issues.apache.org/jira/browse/HADOOP-14840?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Rui Li updated HADOOP-14840: ---------------------------- Attachment: HADOOP-14840-v1.patch > 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]. -- This message was sent by Atlassian JIRA (v6.4.14#64029) --------------------------------------------------------------------- To unsubscribe, e-mail: common-issues-unsubscr...@hadoop.apache.org For additional commands, e-mail: common-issues-h...@hadoop.apache.org