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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
8945
Venue
VLDB
Year
2001
Pagerank
0.00023495903
Overall Rank
243 | 98.34%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{tan_vldb01,
        title = {{Efficient Progressive Skyline Computation}},
        author = {Tan, Kian-Lee and Eng, Pin-Kwang and Ooi, Beng Chin},
        journal = {PVLDB},
        series = {{VLDB} '01},
        year = {2001}
}

Incoming Citations (Sorted by Pagerank)

Showing 44 of 44 citing papers.

Rank Citing Paper Year Venue Pagerank
308 Shooting Stars in the Sky: An Online Algorithm for Skyline Queries 2002 VLDB 0.00021787597
623 An Optimal and Progressive Algorithm for Skyline Queries 2003 SIGMOD 0.00015684963
656 Foundations of Preferences in Database Systems 2002 VLDB 0.00015258172
792 Finding k-Dominant Skylines in High Dimensional Space 2006 SIGMOD 0.00013979615
1,097 Probabilistic Skylines on Uncertain Data 2007 VLDB 0.00012181027
1,185 Maximal Vector Computation in Large Data Sets 2005 VLDB 0.00011772712
1,338 Preference SQL - Design, Implementation, Experiences 2002 VLDB 0.00011117197
1,360 Efficient Computation of the Skyline Cube 2005 VLDB 0.00011040203
1,636 Relaxing Join and Selection Queries 2006 VLDB 0.00010156479
2,306 Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces 2005 VLDB 8.7755724e-05
2,434 Efficient Skyline Computation over Low-Cardinality Domains 2007 VLDB 8.5839844e-05
2,516 Stratified Computation of Skylines with Partially-Ordered Domains 2005 SIGMOD 8.4773324e-05
2,689 The Spatial Skyline Queries 2006 VLDB 8.2559825e-05
2,730 DADA: A Data Cube for Dominant Relationship Analysis 2006 SIGMOD 8.1977425e-05
2,827 Efficient Processing of Top-k Dominating Queries on Multi-Dimensional Data 2007 VLDB 8.0831263e-05
2,932 Multi-objective Query Processing for Database Systems 2004 VLDB 7.9475864e-05
3,224 Kernel-Based Skyline Cardinality Estimation 2009 SIGMOD 7.6249441e-05
3,273 Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates 2006 SIGMOD 7.5768045e-05
3,409 Approaching the Skyline in Z Order 2007 VLDB 7.4368546e-05
3,429 Angle-based Space Partitioning for Efficient Parallel Skyline Computation 2008 SIGMOD 7.4203247e-05
4,170 Creating Competitive Products 2009 VLDB 6.8543709e-05
4,198 Primitives for Workload Summarization and Implications for SQL 2003 VLDB 6.8397659e-05
4,941 Randomized Multi-pass Streaming Skyline Algorithms 2009 VLDB 6.4333573e-05
4,950 ProgXe: Progressive Result Generation Framework for Multi-Criteria Decision Support Queries 2010 SIGMOD 6.4312348e-05
5,409 Efficient Skyline Querying with Variable User Preferences on Nominal Attributes 2008 VLDB 6.2279841e-05
5,455 Scalable Skyline Computation Using Object-based Space Partitioning 2009 SIGMOD 6.2133548e-05
6,467 Efficient Parallel Skyline Processing using Hyperplane Projections 2011 SIGMOD 5.8712039e-05
6,473 Parallel Computation of Skyline and Reverse Skyline Queries Using MapReduce 2013 VLDB 5.8698599e-05
6,616 Categorical Skylines for Streaming Data 2008 SIGMOD 5.8214223e-05
6,830 Global Immutable Region Computation 2014 SIGMOD 5.759977e-05
6,903 Computing Closed Skycubes 2010 VLDB 5.7425895e-05
8,029 Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation 2011 VLDB 5.5045998e-05
8,378 Discovering the Skyline of Web Databases 2016 VLDB 5.4387677e-05
9,010 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD 5.3333957e-05
9,320 QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning 2011 VLDB 5.289545e-05
10,208 Causal Search for Skylines (CSS): Causally-Informed Selective Data De-Correlation 2026 SIGMOD 5.093636e-05
12,127 Processing of Probabilistic Skyline Queries Using MapReduce 2015 VLDB 5.093636e-05
12,162 Work-Efficient Parallel Skyline Computation for the GPU 2015 VLDB 5.093636e-05
12,267 SkySuite: A Framework of Skyline-Join Operators for Static and Stream Environments 2013 VLDB 5.093636e-05
12,464 Efficient Skyline Evaluation over Partially Ordered Domains 2010 VLDB 5.093636e-05
12,494 Skip-and-Prune: Cosine-based Top-K Query Processing for Efficient Context-Sensitive Document Retrieval 2009 SIGMOD 5.093636e-05
12,498 Minimizing the Communication Cost for Continuous Skyline Maintenance 2009 SIGMOD 5.093636e-05
12,544 A Fair Assignment Algorithm for Multiple Preference Queries 2009 VLDB 5.093636e-05
12,672 On Dominating Your Neighborhood Profitably 2007 VLDB 5.093636e-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
6,894 Indexing the Edges – A simple and yet efficient approach to high-dimensional indexing 2000 PODS 5.744549e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 5,016 On Finding Skylines in External Memory 2011 PODS
2 792 Finding k-Dominant Skylines in High Dimensional Space 2006 SIGMOD
3 12,464 Efficient Skyline Evaluation over Partially Ordered Domains 2010 VLDB
4 1,847 Efficient Computation of Reverse Skyline Queries 2007 VLDB
5 6,467 Efficient Parallel Skyline Processing using Hyperplane Projections 2011 SIGMOD
6 12,672 On Dominating Your Neighborhood Profitably 2007 VLDB
7 3,409 Approaching the Skyline in Z Order 2007 VLDB
8 2,516 Stratified Computation of Skylines with Partially-Ordered Domains 2005 SIGMOD
9 623 An Optimal and Progressive Algorithm for Skyline Queries 2003 SIGMOD
10 5,455 Scalable Skyline Computation Using Object-based Space Partitioning 2009 SIGMOD