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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
h26c8b54978f25e51
Venue
VLDB
Year
2001
Pagerank
0.00022896896
Overall Rank
258 | 98.28%
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
317 Shooting Stars in the Sky: An Online Algorithm for Skyline Queries 2002 VLDB 0.00021232519
640 An Optimal and Progressive Algorithm for Skyline Queries 2003 SIGMOD 0.00015286314
673 Foundations of Preferences in Database Systems 2002 VLDB 0.00014877371
820 Finding k-Dominant Skylines in High Dimensional Space 2006 SIGMOD 0.00013621724
1,126 Probabilistic Skylines on Uncertain Data 2007 VLDB 0.00011888563
1,216 Maximal Vector Computation in Large Data Sets 2005 VLDB 0.00011469322
1,382 Preference SQL - Design, Implementation, Experiences 2002 VLDB 0.00010830552
1,401 Efficient Computation of the Skyline Cube 2005 VLDB 0.0001075604
1,649 Relaxing Join and Selection Queries 2006 VLDB 9.9699016e-05
2,367 Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces 2005 VLDB 8.549962e-05
2,499 Efficient Skyline Computation over Low-Cardinality Domains 2007 VLDB 8.3611036e-05
2,573 Stratified Computation of Skylines with Partially-Ordered Domains 2005 SIGMOD 8.2576057e-05
2,750 The Spatial Skyline Queries 2006 VLDB 8.0423781e-05
2,795 DADA: A Data Cube for Dominant Relationship Analysis 2006 SIGMOD 7.9865595e-05
2,904 Efficient Processing of Top-k Dominating Queries on Multi-Dimensional Data 2007 VLDB 7.8723013e-05
3,014 Multi-objective Query Processing for Database Systems 2004 VLDB 7.740485e-05
3,291 Kernel-Based Skyline Cardinality Estimation 2009 SIGMOD 7.4370263e-05
3,346 Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates 2006 SIGMOD 7.3804433e-05
3,425 Angle-based Space Partitioning for Efficient Parallel Skyline Computation 2008 SIGMOD 7.2968417e-05
3,487 Approaching the Skyline in Z Order 2007 VLDB 7.2428454e-05
4,258 Creating Competitive Products 2009 VLDB 6.683217e-05
4,268 Primitives for Workload Summarization and Implications for SQL 2003 VLDB 6.6784565e-05
5,091 Randomized Multi-pass Streaming Skyline Algorithms 2009 VLDB 6.2656699e-05
5,095 ProgXe: Progressive Result Generation Framework for Multi-Criteria Decision Support Queries 2010 SIGMOD 6.263322e-05
5,565 Efficient Skyline Querying with Variable User Preferences on Nominal Attributes 2008 VLDB 6.0652619e-05
5,606 Scalable Skyline Computation Using Object-based Space Partitioning 2009 SIGMOD 6.0509937e-05
6,588 Parallel Computation of Skyline and Reverse Skyline Queries Using MapReduce 2013 VLDB 5.723467e-05
6,609 Efficient Parallel Skyline Processing using Hyperplane Projections 2011 SIGMOD 5.718077e-05
6,770 Categorical Skylines for Streaming Data 2008 SIGMOD 5.6693028e-05
6,992 Global Immutable Region Computation 2014 SIGMOD 5.609582e-05
7,068 Computing Closed Skycubes 2010 VLDB 5.59253e-05
8,213 Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation 2011 VLDB 5.3607592e-05
8,557 Discovering the Skyline of Web Databases 2016 VLDB 5.3017168e-05
9,207 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD 5.1943724e-05
9,538 QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning 2011 VLDB 5.151324e-05
10,502 Causal Search for Skylines (CSS): Causally-Informed Selective Data De-Correlation 2026 SIGMOD 4.9605343e-05
12,469 Processing of Probabilistic Skyline Queries Using MapReduce 2015 VLDB 4.9605343e-05
12,502 Work-Efficient Parallel Skyline Computation for the GPU 2015 VLDB 4.9605343e-05
12,607 SkySuite: A Framework of Skyline-Join Operators for Static and Stream Environments 2013 VLDB 4.9605343e-05
12,804 Efficient Skyline Evaluation over Partially Ordered Domains 2010 VLDB 4.9605343e-05
12,833 Skip-and-Prune: Cosine-based Top-K Query Processing for Efficient Context-Sensitive Document Retrieval 2009 SIGMOD 4.9605343e-05
12,837 Minimizing the Communication Cost for Continuous Skyline Maintenance 2009 SIGMOD 4.9605343e-05
12,883 A Fair Assignment Algorithm for Multiple Preference Queries 2009 VLDB 4.9605343e-05
13,010 On Dominating Your Neighborhood Profitably 2007 VLDB 4.9605343e-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
6,962 Indexing the Edges – A simple and yet efficient approach to high-dimensional indexing 2000 PODS 5.6181217e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 5,151 On Finding Skylines in External Memory 2011 PODS
2 820 Finding k-Dominant Skylines in High Dimensional Space 2006 SIGMOD
3 12,804 Efficient Skyline Evaluation over Partially Ordered Domains 2010 VLDB
4 1,905 Efficient Computation of Reverse Skyline Queries 2007 VLDB
5 6,609 Efficient Parallel Skyline Processing using Hyperplane Projections 2011 SIGMOD
6 13,010 On Dominating Your Neighborhood Profitably 2007 VLDB
7 3,487 Approaching the Skyline in Z Order 2007 VLDB
8 2,573 Stratified Computation of Skylines with Partially-Ordered Domains 2005 SIGMOD
9 640 An Optimal and Progressive Algorithm for Skyline Queries 2003 SIGMOD
10 5,606 Scalable Skyline Computation Using Object-based Space Partitioning 2009 SIGMOD