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: 5.1725247e-05
Overall Rank: 11,781 | 18.13%
DOI: 10.1145/3035918.3035962

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

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
861	BitWeaving: Fast Scans for Main Memory Data Processing	2013	SIGMOD	0.00013592375
909	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00013344855
1,346	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011186121
2,276	Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces	2005	VLDB	8.8963175e-05
3,232	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD	7.6886339e-05
3,406	In-Cache Query Co-Processing on Coupled CPU-GPU Architectures	2015	VLDB	7.5103497e-05
5,247	Towards a Hybrid Design for Fast Query Processing in DB2 with BLU Acceleration Using Graphical Processing Units: A Technology Demonstration	2016	SIGMOD	6.3689155e-05
5,416	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD	6.2961153e-05
6,367	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD	5.9621245e-05
6,794	Computing Closed Skycubes	2010	VLDB	5.8315291e-05
9,178	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB	5.371468e-05
11,972	Work-Efficient Parallel Skyline Computation for the GPU	2015	VLDB	5.1725247e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
1,065	Fast Computation of Sparse Datacubes	1997	VLDB	0.00012443839
6,367	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD	5.9621245e-05
2,672	Robust Query Processing in Co-Processor-accelerated Databases	2016	SIGMOD	8.3332071e-05
1,953	HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines	2019	VLDB	9.5003972e-05
3,725	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR	7.2359749e-05
3,631	Angle-based Space Partitioning for Efficient Parallel Skyline Computation	2008	SIGMOD	7.3134546e-05
1,576	Pipelined Query Processing in Coprocessor Environments	2018	SIGMOD	0.00010368954
1,346	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011186121
9,178	QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning	2011	VLDB	5.371468e-05
11,972	Work-Efficient Parallel Skyline Computation for the GPU	2015	VLDB	5.1725247e-05