[jira] [Resolved] (YARN-5983) [Umbrella] Support for FPGA as a Resource in YARN
[ https://issues.apache.org/jira/browse/YARN-5983?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Vinod Kumar Vavilapalli resolved YARN-5983. --- Resolution: Fixed > [Umbrella] Support for FPGA as a Resource in YARN > - > > Key: YARN-5983 > URL: https://issues.apache.org/jira/browse/YARN-5983 > Project: Hadoop YARN > Issue Type: New Feature > Components: yarn >Reporter: Zhankun Tang >Assignee: Zhankun Tang >Priority: Major > Fix For: 3.1.0 > > Attachments: YARN-5983-Support-FPGA-resource-on-NM-side_v1.pdf, > YARN-5983-implementation-notes.pdf, YARN-5983_end-to-end_test_report.pdf > > > As various big data workload running on YARN, CPU will no longer scale > eventually and heterogeneous systems will become more important. ML/DL is a > rising star in recent years, applications focused on these areas have to > utilize GPU or FPGA to boost performance. Also, hardware vendors such as > Intel also invest in such hardware. It is most likely that FPGA will become > popular in data centers like CPU in the near future. > So YARN as a resource managing and scheduling system, would be great to > evolve to support this. This JIRA proposes FPGA to be a first-class citizen. > The changes roughly includes: > 1. FPGA resource detection and heartbeat > 2. Scheduler changes (YARN-3926 invlolved) > 3. FPGA related preparation and isolation before launch container > We know that YARN-3926 is trying to extend current resource model. But still > we can leave some FPGA related discussion here -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: yarn-issues-unsubscr...@hadoop.apache.org For additional commands, e-mail: yarn-issues-h...@hadoop.apache.org
[jira] [Resolved] (YARN-5983) [Umbrella] Support for FPGA as a Resource in YARN
[ https://issues.apache.org/jira/browse/YARN-5983?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Wangda Tan resolved YARN-5983. -- Resolution: Done Fix Version/s: 3.1.0 Since this feature works end to end and landed in 3.1.0, closing the umbrella as done. > [Umbrella] Support for FPGA as a Resource in YARN > - > > Key: YARN-5983 > URL: https://issues.apache.org/jira/browse/YARN-5983 > Project: Hadoop YARN > Issue Type: New Feature > Components: yarn >Reporter: Zhankun Tang >Assignee: Zhankun Tang >Priority: Major > Fix For: 3.1.0 > > Attachments: YARN-5983-Support-FPGA-resource-on-NM-side_v1.pdf, > YARN-5983-implementation-notes.pdf, YARN-5983_end-to-end_test_report.pdf > > > As various big data workload running on YARN, CPU will no longer scale > eventually and heterogeneous systems will become more important. ML/DL is a > rising star in recent years, applications focused on these areas have to > utilize GPU or FPGA to boost performance. Also, hardware vendors such as > Intel also invest in such hardware. It is most likely that FPGA will become > popular in data centers like CPU in the near future. > So YARN as a resource managing and scheduling system, would be great to > evolve to support this. This JIRA proposes FPGA to be a first-class citizen. > The changes roughly includes: > 1. FPGA resource detection and heartbeat > 2. Scheduler changes (YARN-3926 invlolved) > 3. FPGA related preparation and isolation before launch container > We know that YARN-3926 is trying to extend current resource model. But still > we can leave some FPGA related discussion here -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: yarn-issues-unsubscr...@hadoop.apache.org For additional commands, e-mail: yarn-issues-h...@hadoop.apache.org
