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OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures

Summary: OmniDB proposes a kernel-adapter design for portable query processing on parallel CPU/GPU architectures. A unified qKernel captures core parallelization; architecture adapters expose hardware, enabling cross-architecture portability with reduced effort. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
he87e41bba60ee62d
Venue
VLDB
Year
2013
Pagerank
6.5501234e-05
Overall Rank
4,540 | 69.49%
DOI
10.14778/2536274.2536319

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{zhang_vldb13,
        title = {{OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures}},
        author = {Zhang, Shuhao and He, Jiong and He, Bingsheng and Lu, Mian},
        journal = {PVLDB},
        series = {{VLDB} '13},
        volume = {6},
        number = {12},
        pages = {1374--1377},
        doi = {10.14778/2536274.2536319},
        url = {https://doi.org/10.14778/2536274.2536319},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank Citing Paper Year Venue Pagerank
2,124 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0041425e-05
2,601 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 8.2325291e-05
2,816 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.9740083e-05
3,458 Improving Main Memory Hash Joins on Intel Xeon Phi Processors: An Experimental Approach 2015 VLDB 7.2815031e-05
3,491 In-Cache Query Co-Processing on Coupled CPU-GPU Architectures 2015 VLDB 7.2586387e-05
3,862 GaccO - A GPU-accelerated OLTP DBMS 2022 SIGMOD 6.9623352e-05
3,888 Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS 2022 VLDB 6.942437e-05
5,135 Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware 2014 VLDB 6.2568126e-05
5,400 Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration 2016 SIGMOD 6.1468677e-05
6,671 Powerful GPUs or Fast Interconnects: Analyzing Relational Workloads on Modern GPUs 2025 VLDB 5.7125893e-05
8,242 Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs 2024 VLDB 5.3684987e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

Rank Cited Paper Year Venue Pagerank
12 C-Store: A Column-oriented DBMS 2005 VLDB 0.0006897844
27 Database Architecture Optimized for the New Bottleneck: Memory Access 1999 VLDB 0.00051576613
210 Sort vs. Hash Revisited: Fast Join Implementation on Modern Multi-Core CPUs 2009 VLDB 0.00024844328
277 FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs 2010 SIGMOD 0.00022320139
362 Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs 2011 SIGMOD 0.00019999596
2,124 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 9.0041425e-05
2,441 A Case for Staged Database Systems 2003 CIDR 8.4611767e-05
5,353 Query Co-Processing on Commodity Processors 2006 VLDB 6.1663962e-05
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# Overall Rank Paper Year Venue
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