Accelerating User-Defined Aggregate Functions (UDAF) with Block-wide Execution and JIT Compilation on GPUs

Author:

Yogatama Bobbi1ORCID,Miller Brandon2ORCID,Wang Yunsong2ORCID,Markall Graham3ORCID,Hemstad Jacob2ORCID,Kimball Gregory2ORCID,Yu Xiangyao1ORCID

Affiliation:

1. University of Wisconsin-Madison, US

2. NVIDIA, US

3. NVIDIA, UK

Publisher

ACM

Reference52 articles.

1. 2022. A Lightweight LLVM Python Binding for Writing JIT Compilers. https://pypi.org/project/llvmlite/. 2022. A Lightweight LLVM Python Binding for Writing JIT Compilers. https://pypi.org/project/llvmlite/.

2. 2022. BlazingSQL. https://blazingsql.com. 2022. BlazingSQL. https://blazingsql.com.

3. 2022. CUB Documentation. https://nvlabs.github.io/cub/. 2022. CUB Documentation. https://nvlabs.github.io/cub/.

4. 2022. CUDA C Programming Guide. http://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html. 2022. CUDA C Programming Guide. http://docs.nvidia.com/cuda/cuda-c-programming-guide/index.html.

5. 2022. cuDF- GPU DataFrame Library. https://github.com/rapidsai/cudf. 2022. cuDF- GPU DataFrame Library. https://github.com/rapidsai/cudf.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. How Does Software Prefetching Work on GPU Query Processing?;Proceedings of the 20th International Workshop on Data Management on New Hardware;2024-06-09

2. Sharing Queries with Nonequivalent User-defined Aggregate Functions;ACM Transactions on Database Systems;2024-04-10

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