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https://issues.apache.org/jira/browse/SPARK-21171?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16060348#comment-16060348
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wangminfeng commented on SPARK-21171:
-------------------------------------

We have modified some code for this feature, i will add a benchmark soon.  It 
is the first time i contribute to community, give me some time for learn the 
rule. Thank you.

> Speculate task scheduling block dirve handle normal task when a job task 
> number more than one hundred thousand
> --------------------------------------------------------------------------------------------------------------
>
>                 Key: SPARK-21171
>                 URL: https://issues.apache.org/jira/browse/SPARK-21171
>             Project: Spark
>          Issue Type: Improvement
>          Components: Block Manager
>    Affects Versions: 2.0.0
>         Environment: We have more than two hundred high-performance machine 
> to handle more than 2T data by one query
>            Reporter: wangminfeng
>
> If a job have more then one hundred thousand tasks and spark.speculation is 
> true, when speculable tasks start, choosing a speculable will waste lots of 
> time and block other tasks. We do a ad-hoc query for data analyse,  we can't 
> tolerate one job wasting time even it is a large job



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