Efficient Skyline Computation over Low-Cardinality Domains

Summary: Proposes the Lattice Skyline (LS) algorithm, exploiting low-cardinality domains via a lattice-based skyline paradigm. Near-linear in input size for common dimensions; distribution-agnostic and outperforms skyline methods on real and synthetic data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9581
Venue: VLDB
Year: 2007
Pagerank: 8.6457563e-05
Overall Rank: 2,500 | 82.61%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 10 of 10 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,998	Discovering Relative Importance of Skyline Attributes	2009	VLDB	9.824482e-05
3,691	Kernel-Based Skyline Cardinality Estimation	2009	SIGMOD	6.8383587e-05
5,062	Randomized Multi-pass Streaming Skyline Algorithms	2009	VLDB	5.7268277e-05
5,240	On Finding Skylines in External Memory	2011	PODS	5.6104868e-05
5,583	Efficient Skyline Querying with Variable User Preferences on Nominal Attributes	2008	VLDB	5.4237646e-05
5,695	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD	5.3681018e-05
8,546	I/O-Efficient Planar Range Skyline and Attrition Priority Queues	2013	PODS	4.4937074e-05
9,165	Computing All Skyline Probabilities for Uncertain Data	2009	PODS	4.3849295e-05
12,205	ZINC: Efficient Indexing for Skyline Computation	2011	VLDB	4.1945683e-05
12,304	Minimizing the Communication Cost for Continuous Skyline Maintenance	2009	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
262	Efficient Progressive Skyline Computation	2001	VLDB	0.00029987552
386	Shooting Stars in the Sky: An Online Algorithm for Skyline Queries	2002	VLDB	0.00024768022
749	An Optimal and Progressive Algorithm for Skyline Queries	2003	SIGMOD	0.00017228334
914	Finding k-Dominant Skylines in High Dimensional Space	2006	SIGMOD	0.00015387584
1,228	Toward a Progress Indicator for Database Queries	2004	SIGMOD	0.00013164884
1,473	Maximal Vector Computation in Large Data Sets	2005	VLDB	0.00011828508
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
2,866	Stratified Computation of Skylines with Partially-Ordered Domains	2005	SIGMOD	7.9844444e-05
3,030	DADA: A Data Cube for Dominant Relationship Analysis	2006	SIGMOD	7.6794959e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
262	Efficient Progressive Skyline Computation	2001	VLDB	0.00029987552
6,568	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD	5.0068521e-05
11,190	Efficient and Effective Cardinality Estimation for Skyline Family	2023	SIGMOD	4.1945683e-05
2,866	Stratified Computation of Skylines with Partially-Ordered Domains	2005	SIGMOD	7.9844444e-05
5,695	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD	5.3681018e-05
6,677	Categorical Skylines for Streaming Data	2008	SIGMOD	4.9657435e-05
1,575	Efficient Computation of the Skyline Cube	2005	VLDB	0.00011286884
9,505	Skyline Operator on Anti-correlated Distributions	2013	VLDB	4.3341665e-05
3,691	Kernel-Based Skyline Cardinality Estimation	2009	SIGMOD	6.8383587e-05
12,269	Efficient Skyline Evaluation over Partially Ordered Domains	2010	VLDB	4.1945683e-05