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: 5328
Venue: SIGMOD
Year: 2017
Pagerank: 4.1945683e-05
Overall Rank: 11,773 | 18.10%
DOI: 10.1145/3035918.3035962

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Rank	Citing Paper	Year	Venue	Pagerank

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
1,270	BitWeaving: Fast Scans for Main Memory Data Processing	2013	SIGMOD	0.00012926086
1,287	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00012820443
1,575	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011286884
2,696	Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces	2005	VLDB	8.2814799e-05
3,452	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD	7.0821774e-05
4,085	In-Cache Query Co-Processing on Coupled CPU-GPU Architectures	2015	VLDB	6.4620277e-05
5,695	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD	5.3681018e-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
6,568	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD	5.0068521e-05
7,082	Computing Closed Skycubes	2010	VLDB	4.8404527e-05
9,164	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB	4.3849295e-05
11,964	Work-Efficient Parallel Skyline Computation for the GPU	2015	VLDB	4.1945683e-05

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6,568	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD	5.0068521e-05
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3,621	Angle-based Space Partitioning for Efficient Parallel Skyline Computation	2008	SIGMOD	6.9078084e-05
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1,575	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011286884
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