The Yin and Yang of Processing Data Warehousing Queries on GPU Devices

Summary: Three-dimensional study of warehousing queries on GPUs, varying query traits, software techniques, and hardware configurations. Proposes an analytical model to predict GPU warehousing performance and an open-source GPU query engine to bridge kernel execution and data-transfer bottlenecks. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10743
Venue: VLDB
Year: 2013
Pagerank: 0.00012912938
Overall Rank: 1,273 | 91.15%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 52 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
11,013	X-TED: Massive Parallelization of Tree Edit Distance	2024	VLDB	4.1945683e-05
11,126	High-Performance Spatial Data Analytics: Systematic R&D for Scale-Out and Scale-Up Solutions from the Past to Now	2024	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
131	Integrating Compression and Execution in Column-Oriented Database Systems	2006	SIGMOD	0.0004370331
239	GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management	2006	SIGMOD	0.00031617428
497	Column-Stores vs. Row-Stores: How Different Are They Really?	2008	SIGMOD	0.00021716559
540	Design and Evaluation of Main Memory Hash Join Algorithms for Multi-core CPUs	2011	SIGMOD	0.0002063443
775	Relational Joins on Graphics Processors	2008	SIGMOD	0.00016823862
930	Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort	2010	SIGMOD	0.00015238545
1,429	A Scalable, Predictable Join Operator for Highly Concurrent Data Warehouses	2009	VLDB	0.00012033518
1,686	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD	0.00010917794
2,051	Efficient Parallel Lists Intersection and Index Compression Algorithms using Graphics Processing Units	2011	VLDB	9.686731e-05
2,508	One Size Fits All? – Part 2: Benchmarking Results	2007	CIDR	8.6308132e-05
2,761	Hardware Acceleration in Commercial Databases: A Case Study of Spatial Operations	2004	VLDB	8.1622784e-05
2,882	Database Compression on Graphics Processors	2010	VLDB	7.9661218e-05
3,103	High-Throughput Transaction Executions on Graphics Processors	2011	VLDB	7.5586143e-05
8,356	Accelerating Pathology Image Data Cross-Comparison on CPU-GPU Hybrid Systems	2012	VLDB	4.5377018e-05

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Overall Rank	Paper	Year	Venue	Pagerank
4,363	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR	6.2552614e-05
8,616	A Case for Graphics-driven Query Processing	2023	VLDB	4.4846474e-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
7,209	GPU-accelerated data management under the test of time	2020	CIDR	4.7996023e-05
2,040	A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics	2020	SIGMOD	9.7057698e-05
1,686	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD	0.00010917794
3,696	Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS	2013	VLDB	6.834483e-05
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