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.