Categorical Skylines for Streaming Data

Summary: Streaming categorical skylines: addresses dominance under partial orders where offline methods fail. Proposes a lightweight streaming buffer index for multi-attribute, partially ordered domains, using dual-space geometry to speed dominance queries; experiments. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3991
Venue: SIGMOD
Year: 2008
Pagerank: 4.9657435e-05
Overall Rank: 6,677 | 53.56%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
5,695	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD	5.3681018e-05
5,985	Call to Order: A Hierarchical Browsing Approach to Eliciting Users' Preference	2010	SIGMOD	5.2442779e-05
12,205	ZINC: Efficient Indexing for Skyline Computation	2011	VLDB	4.1945683e-05
12,269	Efficient Skyline Evaluation over Partially Ordered Domains	2010	VLDB	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
224	CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies	2004	SIGMOD	0.00032746205
262	Efficient Progressive Skyline Computation	2001	VLDB	0.00029987552
326	Optimal Histograms with Quality Guarantees	1998	VLDB	0.00027358981
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
1,473	Maximal Vector Computation in Large Data Sets	2005	VLDB	0.00011828508
1,784	Continuous Monitoring of Top-k Queries over Sliding Windows	2006	SIGMOD	0.00010567363
2,866	Stratified Computation of Skylines with Partially-Ordered Domains	2005	SIGMOD	7.9844444e-05
3,018	Approximate NN Queries on Streams with Guaranteed Error/performance Bounds	2004	VLDB	7.7002798e-05
3,665	Ad-hoc Top-k Query Answering for Data Streams	2007	VLDB	6.8633354e-05
4,142	Approaching the Skyline in Z Order	2007	VLDB	6.4138475e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,240	On Finding Skylines in External Memory	2011	PODS	5.6104868e-05
262	Efficient Progressive Skyline Computation	2001	VLDB	0.00029987552
6,568	Efficient Parallel Skyline Processing using Hyperplane Projections	2011	SIGMOD	5.0068521e-05
3,452	Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates	2006	SIGMOD	7.0821774e-05
4,142	Approaching the Skyline in Z Order	2007	VLDB	6.4138475e-05
6,091	Reconciling Skyline and Ranking Queries	2017	VLDB	5.214376e-05
2,500	Efficient Skyline Computation over Low-Cardinality Domains	2007	VLDB	8.6457563e-05
5,695	Scalable Skyline Computation Using Object-based Space Partitioning	2009	SIGMOD	5.3681018e-05
12,269	Efficient Skyline Evaluation over Partially Ordered Domains	2010	VLDB	4.1945683e-05
2,866	Stratified Computation of Skylines with Partially-Ordered Domains	2005	SIGMOD	7.9844444e-05