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)
Incoming Non-self Citations Over Time
Authors
- 1. Haotian Liu
- 2. Bo Tang
- 3. Jiashu Zhang
- 4. Yangshen Deng
- 5. Xinying Zheng
- 6. Qiaomu Shen
- 7. Xiao Yan
- 8. Dan Zeng
- 9. Zunyao Mao
- 10. Chaozu Zhang
- 11. Zhengxin You
- 12. Zhihao Wang
- 13. Runzhe Jiang
- 14. Fang Wang
- 15. Man Lung Yiu
- 16. Huan Li
- 17. Mingji Han
- 18. Qian Li
- 19. Zhenghai Luo
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,456 | DPDPU: Data Processing with DPUs | 2025 | CIDR | 4.3385595e-05 |
| 11,020 | Accelerating Merkle Patricia Trie with GPU | 2024 | VLDB | 4.1945683e-05 |
| 11,286 | DHive: Query Execution Performance Analysis via Dataflow in Apache Hive | 2023 | VLDB | 4.1945683e-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.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 70 | Hive - A Warehousing Solution Over a Map-Reduce Framework | 2009 | VLDB | 0.00059533166 |
| 2,998 | Major Technical Advancements in Apache Hive | 2014 | SIGMOD | 7.753765e-05 |
| 3,973 | Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing | 2019 | SIGMOD | 6.5758017e-05 |
| 4,363 | Hardware-conscious Query Processing in GPU-accelerated Analytical Engines | 2019 | CIDR | 6.2552614e-05 |
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| 4,573 | Clydesdale: Structured Data Processing on Hadoop | 2012 | SIGMOD | 6.0753788e-05 |
| 3,465 | GPL: A GPU-based Pipelined Query Processing Engine | 2016 | SIGMOD | 7.0695873e-05 |
| 2,127 | SQL-on-Hadoop: Full Circle Back to Shared-Nothing Database Architectures | 2014 | VLDB | 9.4863172e-05 |
| 70 | Hive - A Warehousing Solution Over a Map-Reduce Framework | 2009 | VLDB | 0.00059533166 |
| 2,067 | HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics | 2016 | VLDB | 9.6392739e-05 |
| 2,998 | Major Technical Advancements in Apache Hive | 2014 | SIGMOD | 7.753765e-05 |
| 3,973 | Apache Hive: From MapReduce to Enterprise-grade Big Data Warehousing | 2019 | SIGMOD | 6.5758017e-05 |
| 11,286 | DHive: Query Execution Performance Analysis via Dataflow in Apache Hive | 2023 | VLDB | 4.1945683e-05 |