Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS

Summary: HyPE extends physical optimization with GPU-aware, cost-based generation of hybrid CPU/GPU query plans. Its portable engine integrates database-specific scheduling and operation costs, bridging general heterogeneous-task frameworks and GPU-specialized DBMSs. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: h637c968f7ae15a6b
Venue: VLDB
Year: 2013
Pagerank: 7.5437496e-05
Overall Rank: 3,200 | 78.49%
DOI: 10.14778/2536274.2536325

Incoming Non-self Citations Over Time

Authors

1. Sebastian Breß (University of Magdeburg)

BibTeX Citation

@article{bre_vldb13,
        title = {{Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS}},
        author = {Breß, Sebastian},
        journal = {PVLDB},
        series = {{VLDB} '13},
        volume = {6},
        number = {12},
        doi = {10.14778/2536274.2536325},
        url = {https://doi.org/10.14778/2536274.2536325},
        year = {2013}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,541	HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics	2016	VLDB	0.00010313459
2,466	Concurrent Analytical Query Processing with GPUs	2014	VLDB	8.4222621e-05
3,106	SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures	2016	SIGMOD	7.6428848e-05
3,491	In-Cache Query Co-Processing on Coupled CPU-GPU Architectures	2015	VLDB	7.2619913e-05
3,861	GaccO - A GPU-accelerated OLTP DBMS	2022	SIGMOD	6.9656048e-05
3,888	Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS	2022	VLDB	6.945725e-05
3,972	TCUDB: Accelerating Database with Tensor Processors	2022	SIGMOD	6.8881464e-05
4,199	Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources	2017	VLDB	6.7410637e-05
4,989	GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP	2024	SIGMOD	6.3247654e-05
5,132	Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware	2014	VLDB	6.2597754e-05
5,371	Distributed GPU Joins on Fast RDMA-capable Networks	2023	SIGMOD	6.1584802e-05
5,394	Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration	2016	SIGMOD	6.1497789e-05
8,236	Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs	2024	VLDB	5.3710413e-05
10,601	TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap	2026	SIGMOD	4.9793485e-05
10,723	Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization	2026	VLDB	4.9793485e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
282	FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs	2010	SIGMOD	0.00022264207
304	GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management	2006	SIGMOD	0.00021604795
616	Relational Joins on Graphics Processors	2008	SIGMOD	0.00015561564
856	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00013428547
1,454	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD	0.00010601431
2,889	High-Throughput Transaction Executions on Graphics Processors	2011	VLDB	7.9070124e-05

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#	Overall Rank	Paper	Year	Venue
1	4,645	Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs	2021	VLDB
2	4,480	GPU Database Systems Characterization and Optimization	2024	VLDB
3	6,935	Demonstrating Efficient Query Processing in Heterogeneous Environments	2014	SIGMOD
4	8,274	Scaling GPU-Accelerated Databases beyond GPU Memory Size	2025	VLDB
5	771	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB
6	1,454	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD
7	2,466	Concurrent Analytical Query Processing with GPUs	2014	VLDB
8	2,600	Robust Query Processing in Co-Processor-accelerated Databases	2016	SIGMOD
9	3,773	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR
10	7,188	GPUQP: Query Co-Processing Using Graphics Processors	2007	SIGMOD