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From "Daniel Tomes (JIRA)" <j...@apache.org>
Subject [jira] [Created] (YARN-6449) Enable YARN to accept jobs with < 1 core allocations
Date Wed, 05 Apr 2017 18:54:41 GMT
Daniel Tomes created YARN-6449:
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             Summary: Enable YARN to accept jobs with < 1 core allocations
                 Key: YARN-6449
                 URL: https://issues.apache.org/jira/browse/YARN-6449
             Project: Hadoop YARN
          Issue Type: Bug
          Components: yarn
            Reporter: Daniel Tomes


Product Enhancement Request
In Spark/HIVE/etc. I often need to complete work for which an entire core is overkill such
as managing a JDBC connection or doing a simple map/transform; however, when I do this on
large datasets, 1 core X 500 partitions/mappers winds up with quite the cluster level footprint
even though most of those processor cycles are idle.
I propose that we enable YARN to allow a user to submit jobs that "allocate < 1 core".
Under the covers, the JVM will still receive one core but YARN/ZK could keep track of the
fractions of cores being used and allow other jobs to consume the same core twice provided
that both jobs were submitted with <= .5 cores. Now, YARN can more effectively utilize
multi-threading and decrease CPU idle for the power users.
Obviously this can ultimately result in very bad outcomes, but if we also enable security
controls then customers can configure such that only admins/gates can submit with < 1 full
core and ultimately resulting in a cluster that can do more.



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