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

Summary: Proposes HyPE, a hybrid query processing engine that co-optimizes CPU and GPU execution via a GPU-aware cost model. Extends the traditional optimizer to produce hybrid plans, aiming for portability across GPU-accelerated DBMSs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10624
Venue: VLDB
Year: 2013
Pagerank: 6.834483e-05
Overall Rank: 3,696 | 74.29%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Sebastian Breß

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,067	HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics	2016	VLDB	9.6392739e-05
2,330	Concurrent Analytical Query Processing with GPUs	2014	VLDB	9.0192228e-05
3,762	SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures	2016	SIGMOD	6.7804471e-05
4,085	In-Cache Query Co-Processing on Coupled CPU-GPU Architectures	2015	VLDB	6.4620277e-05
4,498	GaccO - A GPU-accelerated OLTP DBMS	2022	SIGMOD	6.138538e-05
4,999	Adaptive Work Placement for Query Processing on Heterogeneous Computing Resources	2017	VLDB	5.7752801e-05
5,019	Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS	2022	VLDB	5.7559197e-05
5,088	TCUDB: Accelerating Database with Tensor Processors	2022	SIGMOD	5.7072189e-05
5,578	Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware	2014	VLDB	5.4252837e-05
5,814	Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration	2016	SIGMOD	5.3167137e-05
6,223	Distributed GPU Joins on Fast RDMA-capable Networks	2023	SIGMOD	5.1496398e-05
6,496	GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP	2024	SIGMOD	5.0413077e-05
8,846	Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs	2024	VLDB	4.4372012e-05
10,121	TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap	2026	SIGMOD	4.1945683e-05
10,253	Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization	2026	VLDB	4.1945683e-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
239	GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management	2006	SIGMOD	0.00031617428
381	FAST: Fast Architecture Sensitive Tree Search on Modern CPUs and GPUs	2010	SIGMOD	0.00024873637
775	Relational Joins on Graphics Processors	2008	SIGMOD	0.00016823862
1,287	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00012820443
1,686	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD	0.00010917794
3,103	High-Throughput Transaction Executions on Graphics Processors	2011	VLDB	7.5586143e-05

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Overall Rank	Paper	Year	Venue	Pagerank
6,369	Improving Execution Efficiency of Just-in-time Compilation based Query Processing on GPUs	2021	VLDB	5.0936663e-05
6,066	GPU Database Systems Characterization and Optimization	2024	VLDB	5.2290447e-05
7,038	Demonstrating Efficient Query Processing in Heterogeneous Environments	2014	SIGMOD	4.8546906e-05
10,749	Scaling GPU-Accelerated Databases beyond GPU Memory Size	2025	VLDB	4.1945683e-05
1,273	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012912938
1,686	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD	0.00010917794
2,330	Concurrent Analytical Query Processing with GPUs	2014	VLDB	9.0192228e-05
3,305	Robust Query Processing in Co-Processor-accelerated Databases	2016	SIGMOD	7.2460965e-05
4,363	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR	6.2552614e-05
7,377	GPUQP: Query Co-Processing Using Graphics Processors	2007	SIGMOD	4.7484565e-05