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Posted to issues@hive.apache.org by "kangkaisen (JIRA)" <ji...@apache.org> on 2018/03/04 11:23:00 UTC
[jira] [Updated] (HIVE-10179) Optimization for SIMD instructions in Hive

     [ https://issues.apache.org/jira/browse/HIVE-10179?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

kangkaisen updated HIVE-10179:
------------------------------
    Description: 
[SIMD|http://en.wikipedia.org/wiki/SIMD] instuctions could be found in most of current CPUs, such as Intel's SSE2, SSE3, SSE4.x, AVX and AVX2, and it would help Hive to outperform if we can vectorize the mathematical manipulation part of Hive. This umbrella JIRA may contains but not limited to the subtasks like:
 # Code schema adaption, current JVM is quite strictly on the code schema which could be transformed into SIMD instructions during execution.
 # New implementation of mathematical manipulation part of Hive which designed to be optimized for SIMD instructions.

  was:
[SIMD|http://en.wikipedia.org/wiki/SIMD] instuctions could be found in most of current CPUs, such as Intel's SSE2, SSE3, SSE4.x, AVX and AVX2, and it would help Hive to outperform if we can vectorize the mathematical manipulation part of Hive. This umbrella JIRA may contains but not limited to the subtasks like:
# Code schema adaption, current JVM is quite strictly on the code schema which could be transformed into SIMD instructions during execution. 
# New implementation of mathematical manipulation part of Hive which designed to be optimized for SIMD instructions.


> Optimization for SIMD instructions in Hive
> ------------------------------------------
>
>                 Key: HIVE-10179
>                 URL: https://issues.apache.org/jira/browse/HIVE-10179
>             Project: Hive
>          Issue Type: Improvement
>            Reporter: Chengxiang Li
>            Assignee: Chengxiang Li
>            Priority: Major
>              Labels: optimization
>
> [SIMD|http://en.wikipedia.org/wiki/SIMD] instuctions could be found in most of current CPUs, such as Intel's SSE2, SSE3, SSE4.x, AVX and AVX2, and it would help Hive to outperform if we can vectorize the mathematical manipulation part of Hive. This umbrella JIRA may contains but not limited to the subtasks like:
>  # Code schema adaption, current JVM is quite strictly on the code schema which could be transformed into SIMD instructions during execution.
>  # New implementation of mathematical manipulation part of Hive which designed to be optimized for SIMD instructions.



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