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GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive

Summary: GHive enables GPU-accelerated OLAP in Apache Hive by orchestrating CPU-GPU execution for Hive operators. Compared with CPU-only Hive, it delivers measurable speedups, with intuitive visualizations and per-operator profiling to pinpoint GPU benefits. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6441
Venue
SIGMOD
Year
2022
Pagerank
5.2131214e-05
Overall Rank
9,829 | 32.57%
DOI
10.1145/3514221.3520166

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{liu_sigmod22,
        title = {{GHive: A Demonstration of GPU-Accelerated Query Processing in Apache Hive}},
        author = {Liu, Haotian and Tang, Bo and Zhang, Jiashu and Deng, Yangshen and Zheng, Xinying and Shen, Qiaomu and Yan, Xiao and Zeng, Dan and Mao, Zunyao and Zhang, Chaozu and You, Zhengxin and Wang, Zhihao and Jiang, Runzhe and Wang, Fang and Yiu, Man Lung and Li, Huan and Han, Mingji and Li, Qian and Luo, Zhenghai},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3520166},
        url = {https://dl.acm.org/doi/10.1145/3514221.3520166},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
9,511 DPDPU: Data Processing with DPUs 2025 CIDR 5.25736e-05
11,231 Accelerating Merkle Patricia Trie with GPU 2024 VLDB 5.093636e-05
11,485 DHive: Query Execution Performance Analysis via Dataflow in Apache Hive 2023 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

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