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https://issues.apache.org/jira/browse/HIVE-14919?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ferdinand Xu updated HIVE-14919:
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    Attachment:     (was: benchmark.xlsx)

> Improve the performance of Hive on Spark 2.0.0
> ----------------------------------------------
>
>                 Key: HIVE-14919
>                 URL: https://issues.apache.org/jira/browse/HIVE-14919
>             Project: Hive
>          Issue Type: Improvement
>            Reporter: Ferdinand Xu
>            Assignee: Ferdinand Xu
>
> In HIVE-14029, we have updated Spark dependency to 2.0.0. We use Intel 
> BigBench[1] to run benchmark with Spark 2.0 over 10 GB data set comparing 
> with Spark 1.6. We can see quite some performance degradation for most of the 
> queries for BigBench. For detailed information, please see the attached file 
> for detailed information. This JIRA is the umbrella ticket addressing those 
> performance issues.
> [1] https://github.com/intel-hadoop/Big-Data-Benchmark-for-Big-Bench



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