[ https://issues.apache.org/jira/browse/YARN-8013?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Weiwei Yang updated YARN-8013: ------------------------------ Description: YARN-1461 adds *Application Tag* concept to Yarn applications, user is able to annotate application with multiple tags to classify apps. We can leverage this to represent a namespace for a certain group of apps. So instead of calling *app-label*, propose to call it *app-tag*. A typical use case is, There are a lot of TF jobs running on Yarn, and some of them are consuming resources heavily. So we want to limit number of PS on each node for such BIG players but ignore those SMALL ones. To achieve this, we can do following steps: # Add application tag "big-tf" to these big TF jobs # For each PS request, we add "ps" source tag and map it to constraint "{color:#d04437}notin, node, tensorflow/ps{color}" or "{color:#d04437}cardinality, node, tensorflow/ps{color}{color:#d04437}, 0, 2{color}" for finer grained controls. was: YARN-1461 adds *Application Tag* concept to Yarn applications, user is able to annotate application with multiple tags to classify apps. We can leverage this to represent a namespace for a certain group of apps. So instead of calling *app-label*, propose to call it *app-tag*. A typical use case is, There are a lot of TF jobs running on Yarn, and some of them are consuming resources heavily. So we want to limit number of PS on each node for such BIG players but ignore those SMALL ones. To achieve this, we can do following steps: # Add application tag "big-tf" to these big TF jobs # For each PS request, we add "ps" source tag and map it to constraint "{color:#d04437}notin, node, tensorflow/ps{color}" or "{color:#d04437}cardinality, node, tensorflow/ps{color}, 0, 2" for finer grained controls. > Support APP-TAG namespace for allocation tags > --------------------------------------------- > > Key: YARN-8013 > URL: https://issues.apache.org/jira/browse/YARN-8013 > Project: Hadoop YARN > Issue Type: Sub-task > Reporter: Weiwei Yang > Assignee: Weiwei Yang > Priority: Major > > YARN-1461 adds *Application Tag* concept to Yarn applications, user is able > to annotate application with multiple tags to classify apps. We can leverage > this to represent a namespace for a certain group of apps. So instead of > calling *app-label*, propose to call it *app-tag*. > A typical use case is, > There are a lot of TF jobs running on Yarn, and some of them are consuming > resources heavily. So we want to limit number of PS on each node for such BIG > players but ignore those SMALL ones. To achieve this, we can do following > steps: > # Add application tag "big-tf" to these big TF jobs > # For each PS request, we add "ps" source tag and map it to constraint > "{color:#d04437}notin, node, tensorflow/ps{color}" or > "{color:#d04437}cardinality, node, tensorflow/ps{color}{color:#d04437}, 0, > 2{color}" for finer grained controls. -- 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