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: 7.5207526e-05
Overall Rank: 3,206 | 78.52%
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
1,537	HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics	2016	VLDB	0.00010296073
2,468	Concurrent Analytical Query Processing with GPUs	2014	VLDB	8.402961e-05
3,117	SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures	2016	SIGMOD	7.6142606e-05
3,495	In-Cache Query Co-Processing on Coupled CPU-GPU Architectures	2015	VLDB	7.237656e-05
3,828	Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS	2022	VLDB	6.9779559e-05
3,868	GaccO - A GPU-accelerated OLTP DBMS	2022	SIGMOD	6.9436655e-05
3,982	TCUDB: Accelerating Database with Tensor Processors	2022	SIGMOD	6.8663329e-05
4,210	Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources	2017	VLDB	6.7206837e-05
4,872	GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP	2024	SIGMOD	6.3582628e-05
5,147	Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware	2014	VLDB	6.2392014e-05
5,373	Distributed GPU Joins on Fast RDMA-capable Networks	2023	SIGMOD	6.1405913e-05
5,412	Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration	2016	SIGMOD	6.1294162e-05
7,973	Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs	2024	VLDB	5.3991259e-05
10,673	TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap	2026	SIGMOD	4.9605343e-05
10,794	Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization	2026	VLDB	4.9605343e-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
280	FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs	2010	SIGMOD	0.00022267903
304	GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management	2006	SIGMOD	0.00021569633
610	Relational Joins on Graphics Processors	2008	SIGMOD	0.00015540189
850	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00013450864
1,454	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD	0.0001058211
2,890	High-Throughput Transaction Executions on Graphics Processors	2011	VLDB	7.8875185e-05

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#	Overall Rank	Paper	Year	Venue
1	4,650	Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs	2021	VLDB
2	4,164	GPU Database Systems Characterization and Optimization	2024	VLDB
3	6,957	Demonstrating Efficient Query Processing in Heterogeneous Environments	2014	SIGMOD
4	8,007	Scaling GPU-Accelerated Databases beyond GPU Memory Size	2025	VLDB
5	748	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	2,468	Concurrent Analytical Query Processing with GPUs	2014	VLDB
8	2,606	Robust Query Processing in Co-Processor-accelerated Databases	2016	SIGMOD
9	3,775	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR
10	7,200	GPUQP: Query Co-Processing Using Graphics Processors	2007	SIGMOD