The Yin and Yang of Processing Data Warehousing Queries on GPU Devices

文章目录


Yuan Y , Lee R , Zhang X . 
The Yin and Yang of Processing Data Warehousing Queries on GPU Devices[J]. 
Proceedings of the Vldb Endowment, 2013, 6(10):817-828.
  • baidu学术上还是2014,他错了。

ABSTRACT

  • hardly
    • GPUs have been truly adopted
    • in major warehousing production systems
  • merge GPUs to the warehousing systems,
    • identified and addressed several critical issues
    • in a three-dimensional study of warehousing queries on GPUs
    • by varying query characteristics, software techniques, and GPU hardware configurations

  • an analytical model to understand and predict the query performance on GPU
  • present our performance insights for warehousing query execution on GPUs

  • to provide a comprehensive guidance for
    • GPU architects,
    • software system designers,
    • database practitioners to
    • narrow the speed gap between the GPU kernel execution(the fast mode)
    • and
    • data transfer to prepare GPU execution(the slow mode)
  • this work is open source to the public.

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转载自blog.csdn.net/zhoutianzi12/article/details/107875565
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