Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration

Summary: Hybrid DB2 BLU acceleration via Nvidia GPUs with selective offload; CPU handles rest. Custom GPU kernels for group-by/aggregation; optimizer metadata enables dynamic kernel choice; benchmarks show up to 2x speedups on workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5194
Venue: SIGMOD
Year: 2016
Pagerank: 5.3167137e-05
Overall Rank: 5,814 | 59.56%
DOI: 10.1145/2882903.2903735

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
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
8,846	Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs	2024	VLDB	4.4372012e-05
9,971	Data Movement-Aware GPU Sharing for Data-Intensive Systems	2026	CIDR	4.1945683e-05
10,253	Scalable GPU Acceleration of Scalar Functions in Analytical Databases: Compilation, Benchmarking, and Optimization	2026	VLDB	4.1945683e-05
10,405	Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB	2025	SIGMOD	4.1945683e-05
10,749	Scaling GPU-Accelerated Databases beyond GPU Memory Size	2025	VLDB	4.1945683e-05
11,773	Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures	2017	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 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
241	DB2 with BLU Acceleration: So Much More than Just a Column Store	2013	VLDB	0.00031420034
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
930	Fast Sort on CPUs and GPUs: A Case for Bandwidth Oblivious SIMD Sort	2010	SIGMOD	0.00015238545
1,686	Fast Computation of Database Operations using Graphics Processors	2004	SIGMOD	0.00010917794
2,519	Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture	2013	VLDB	8.6078505e-05
2,882	Database Compression on Graphics Processors	2010	VLDB	7.9661218e-05
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
4,678	OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures	2013	VLDB	6.0046271e-05
5,578	Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware	2014	VLDB	5.4252837e-05
7,038	Demonstrating Efficient Query Processing in Heterogeneous Environments	2014	SIGMOD	4.8546906e-05

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1,273	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012912938
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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