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Efficient Progressive Skyline Computation

Summary: Progressive skyline computation with Bitmap and Index. Introduces incremental retrieval of non-dominated points without a full dataset pass; yields early skylines, with Index delivering the fastest initial response and strong overall performance. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
8754
Venue
VLDB
Year
2001
Pagerank
0.00029987552
Overall Rank
262 | 98.18%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 43 of 43 citing papers.

Rank Citing Paper Year Venue Pagerank
386 Shooting Stars in the Sky: An Online Algorithm for Skyline Queries 2002 VLDB 0.00024768022
707 Foundations of Preferences in Database Systems 2002 VLDB 0.00017782998
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
1,030 Preference SQL - Design, Implementation, Experiences 2002 VLDB 0.00014557349
1,179 Probabilistic Skylines on Uncertain Data 2007 VLDB 0.00013457451
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
1,830 Relaxing Join and Selection Queries 2006 VLDB 0.000103862
2,346 Multi-objective Query Processing for Database Systems 2004 VLDB 8.9919258e-05
2,366 Efficient Processing of Top-k Dominating Queries on Multi-Dimensional Data 2007 VLDB 8.9523637e-05
2,457 The Spatial Skyline Queries 2006 VLDB 8.769229e-05
2,500 Efficient Skyline Computation over Low-Cardinality Domains 2007 VLDB 8.6457563e-05
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
3,452 Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates 2006 SIGMOD 7.0821774e-05
3,621 Angle-based Space Partitioning for Efficient Parallel Skyline Computation 2008 SIGMOD 6.9078084e-05
3,691 Kernel-Based Skyline Cardinality Estimation 2009 SIGMOD 6.8383587e-05
4,142 Approaching the Skyline in Z Order 2007 VLDB 6.4138475e-05
4,287 Primitives for Workload Summarization and Implications for SQL 2003 VLDB 6.2891702e-05
4,559 Creating Competitive Products 2009 VLDB 6.0857166e-05
4,910 ProgXe: Progressive Result Generation Framework for Multi-Criteria Decision Support Queries 2010 SIGMOD 5.8338026e-05
5,062 Randomized Multi-pass Streaming Skyline Algorithms 2009 VLDB 5.7268277e-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
6,568 Efficient Parallel Skyline Processing using Hyperplane Projections 2011 SIGMOD 5.0068521e-05
6,581 Parallel Computation of Skyline and Reverse Skyline Queries Using MapReduce 2013 VLDB 5.0030276e-05
6,632 Global Immutable Region Computation 2014 SIGMOD 4.984576e-05
6,677 Categorical Skylines for Streaming Data 2008 SIGMOD 4.9657435e-05
7,082 Computing Closed Skycubes 2010 VLDB 4.8404527e-05
8,040 Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation 2011 VLDB 4.600049e-05
8,129 Discovering the Skyline of Web Databases 2016 VLDB 4.5784968e-05
8,825 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD 4.4415078e-05
9,164 QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning 2011 VLDB 4.3849295e-05
11,929 Processing of Probabilistic Skyline Queries Using MapReduce 2015 VLDB 4.1945683e-05
11,964 Work-Efficient Parallel Skyline Computation for the GPU 2015 VLDB 4.1945683e-05
12,070 SkySuite: A Framework of Skyline-Join Operators for Static and Stream Environments 2013 VLDB 4.1945683e-05
12,269 Efficient Skyline Evaluation over Partially Ordered Domains 2010 VLDB 4.1945683e-05
12,300 Skip-and-Prune: Cosine-based Top-K Query Processing for Efficient Context-Sensitive Document Retrieval 2009 SIGMOD 4.1945683e-05
12,304 Minimizing the Communication Cost for Continuous Skyline Maintenance 2009 SIGMOD 4.1945683e-05
12,351 A Fair Assignment Algorithm for Multiple Preference Queries 2009 VLDB 4.1945683e-05
12,479 On Dominating Your Neighborhood Profitably 2007 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

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

Rank Cited Paper Year Venue Pagerank
7,005 Indexing the Edges – A simple and yet efficient approach to high-dimensional indexing 2000 PODS 4.8654221e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
5,240 On Finding Skylines in External Memory 2011 PODS 5.6104868e-05
914 Finding k-Dominant Skylines in High Dimensional Space 2006 SIGMOD 0.00015387584
12,269 Efficient Skyline Evaluation over Partially Ordered Domains 2010 VLDB 4.1945683e-05
2,454 Efficient Computation of Reverse Skyline Queries 2007 VLDB 8.778281e-05
6,568 Efficient Parallel Skyline Processing using Hyperplane Projections 2011 SIGMOD 5.0068521e-05
12,479 On Dominating Your Neighborhood Profitably 2007 VLDB 4.1945683e-05
2,866 Stratified Computation of Skylines with Partially-Ordered Domains 2005 SIGMOD 7.9844444e-05
4,142 Approaching the Skyline in Z Order 2007 VLDB 6.4138475e-05
749 An Optimal and Progressive Algorithm for Skyline Queries 2003 SIGMOD 0.00017228334
5,695 Scalable Skyline Computation Using Object-based Space Partitioning 2009 SIGMOD 5.3681018e-05