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From "Andrew Or (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (SPARK-3411) Improve load-balancing of concurrently-submitted drivers across workers
Date Wed, 10 Sep 2014 20:08:34 GMT

     [ https://issues.apache.org/jira/browse/SPARK-3411?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Andrew Or updated SPARK-3411:
-----------------------------
    Affects Version/s: 1.1.0

> Improve load-balancing of concurrently-submitted drivers across workers
> -----------------------------------------------------------------------
>
>                 Key: SPARK-3411
>                 URL: https://issues.apache.org/jira/browse/SPARK-3411
>             Project: Spark
>          Issue Type: Improvement
>          Components: Deploy
>    Affects Versions: 1.1.0
>            Reporter: WangTaoTheTonic
>            Assignee: WangTaoTheTonic
>            Priority: Minor
>             Fix For: 1.2.0
>
>
> If the waiting driver array is too big, the drivers in it will be dispatched to the first
worker we get(if it has enough resources), with or without the Randomization.
> We should do randomization every time we dispatch a driver, in order to better balance
drivers.
> Update(2014/9/6):Doing shuffle is much slower, so we use round robin to avoid it.



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