Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures

Summary: Introduces a portable templating framework to implement skycube algorithms on multicore CPUs and GPUs. Three templates, including a point-based data-parallel paradigm, yield large speedups over non-parallel skycube methods and scale with multiple GPUs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5329
Venue: SIGMOD
Year: 2017
Pagerank: 4.1905499e-05
Overall Rank: 11,781 | 18.13%
DOI: 10.1145/3035918.3035962

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Rank	Citing Paper	Year	Venue	Pagerank

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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
1,267	BitWeaving: Fast Scans for Main Memory Data Processing	2013	SIGMOD	0.00012917585
1,285	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00012809552
1,576	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011278557
2,699	Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces	2005	VLDB	8.2758509e-05
3,454	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD	7.0770352e-05
4,089	In-Cache Query Co-Processing on Coupled CPU-GPU Architectures	2015	VLDB	6.4559891e-05
5,708	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD	5.3629476e-05
5,826	Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration	2016	SIGMOD	5.3116062e-05
6,568	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD	5.0020592e-05
7,078	Computing Closed Skycubes	2010	VLDB	4.835809e-05
9,164	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB	4.380727e-05
11,972	Work-Efficient Parallel Skyline Computation for the GPU	2015	VLDB	4.1905499e-05

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1,193	Fast Computation of Sparse Datacubes	1997	VLDB	0.00013412915
6,568	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD	5.0020592e-05
3,307	Robust Query Processing in Co-Processor-accelerated Databases	2016	SIGMOD	7.2391191e-05
2,659	HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines	2019	VLDB	8.3615158e-05
4,359	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR	6.2493951e-05
3,616	Angle-based Space Partitioning for Efficient Parallel Skyline Computation	2008	SIGMOD	6.9108126e-05
2,292	Pipelined Query Processing in Coprocessor Environments	2018	SIGMOD	9.0884645e-05
1,576	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011278557
9,164	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB	4.380727e-05
11,972	Work-Efficient Parallel Skyline Computation for the GPU	2015	VLDB	4.1905499e-05