Randomized Multi-pass Streaming Skyline Algorithms
Summary: RAND: first randomized, multi-pass streaming skyline algorithm for external, pre-processing-free input. Near-optimal in the streaming model with a simple lower bound; distributable, supports partially ordered domains on each attribute, and robust to data perturbations in experiments. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Atish Das Sarma
- 2. Ashwin Lall
- 3. Danupon Nanongkai
- 4. Jun Xu
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,240 | On Finding Skylines in External Memory | 2011 | PODS | 5.6104868e-05 |
| 8,040 | Distributed Threshold Querying of General Functions by a Difference of Monotonic Representation | 2011 | VLDB | 4.600049e-05 |
| 8,546 | I/O-Efficient Planar Range Skyline and Attrition Priority Queues | 2013 | PODS | 4.4937074e-05 |
| 9,505 | Skyline Operator on Anti-correlated Distributions | 2013 | VLDB | 4.3341665e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 126 | Space-Efficient Online Computation of Quantile Summaries | 2001 | SIGMOD | 0.00044744986 |
| 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 |
| 1,179 | Probabilistic Skylines on Uncertain Data | 2007 | VLDB | 0.00013457451 |
| 2,500 | Efficient Skyline Computation over Low-Cardinality Domains | 2007 | VLDB | 8.6457563e-05 |
| 2,866 | Stratified Computation of Skylines with Partially-Ordered Domains | 2005 | SIGMOD | 7.9844444e-05 |
| 5,583 | Efficient Skyline Querying with Variable User Preferences on Nominal Attributes | 2008 | VLDB | 5.4237646e-05 |
| 8,241 | Machine Models and Lower Bounds for Query Processing | 2007 | PODS | 4.5519176e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,866 | Stratified Computation of Skylines with Partially-Ordered Domains | 2005 | SIGMOD | 7.9844444e-05 |
| 2,500 | Efficient Skyline Computation over Low-Cardinality Domains | 2007 | VLDB | 8.6457563e-05 |
| 12,269 | Efficient Skyline Evaluation over Partially Ordered Domains | 2010 | VLDB | 4.1945683e-05 |
| 4,966 | Relative Error Streaming Quantiles | 2021 | PODS | 5.7959749e-05 |
| 4,142 | Approaching the Skyline in Z Order | 2007 | VLDB | 6.4138475e-05 |
| 5,695 | Scalable Skyline Computation Using Object-based Space Partitioning | 2009 | SIGMOD | 5.3681018e-05 |
| 5,240 | On Finding Skylines in External Memory | 2011 | PODS | 5.6104868e-05 |
| 9,165 | Computing All Skyline Probabilities for Uncertain Data | 2009 | PODS | 4.3849295e-05 |
| 6,677 | Categorical Skylines for Streaming Data | 2008 | SIGMOD | 4.9657435e-05 |
| 9,866 | Skyline Queries with Noisy Comparisons | 2015 | PODS | 4.2675549e-05 |