Efficient Parallel Skyline Processing using Hyperplane Projections
Summary: Hyperplane projections partition multi-dimensional data for parallel skyline computation. Partitions yield small local skylines and enable efficient merging; outperforms prior parallel skyline methods across distributions and offers optimization insights. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Henning Köhler
- 2. Jing Yang
- 3. Xiaofang Zhou
Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,580 | Parallel Computation of Skyline and Reverse Skyline Queries Using MapReduce | 2013 | VLDB | 4.9982968e-05 |
| 8,652 | Finding Pareto Optimal Groups: Group-based Skyline | 2015 | VLDB | 4.4709596e-05 |
| 11,781 | Template Skycube Algorithms for Heterogeneous Parallelism on Multicore and GPU Architectures | 2017 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 15 | Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters | 2007 | SIGMOD | 0.0010668335 |
| 262 | Efficient Progressive Skyline Computation | 2001 | VLDB | 0.00029962961 |
| 386 | Shooting Stars in the Sky: An Online Algorithm for Skyline Queries | 2002 | VLDB | 0.00024740283 |
| 469 | On Saying "Enough Already!" in SQL | 1997 | SIGMOD | 0.00022397468 |
| 746 | An Optimal and Progressive Algorithm for Skyline Queries | 2003 | SIGMOD | 0.00017212135 |
| 1,471 | Maximal Vector Computation in Large Data Sets | 2005 | VLDB | 0.0001181903 |
| 3,616 | Angle-based Space Partitioning for Efficient Parallel Skyline Computation | 2008 | SIGMOD | 6.9108126e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,502 | Efficient Skyline Computation over Low-Cardinality Domains | 2007 | VLDB | 8.631993e-05 |
| 5,320 | On Finding Skylines in External Memory | 2011 | PODS | 5.5677544e-05 |
| 913 | Finding k-Dominant Skylines in High Dimensional Space | 2006 | SIGMOD | 0.00015372758 |
| 9,164 | QSkycube: Efficient Skycube Computation Using Point-Based Space Partitioning | 2011 | VLDB | 4.380727e-05 |
| 262 | Efficient Progressive Skyline Computation | 2001 | VLDB | 0.00029962961 |
| 11,972 | Work-Efficient Parallel Skyline Computation for the GPU | 2015 | VLDB | 4.1905499e-05 |
| 1,576 | Efficient Computation of the Skyline Cube | 2005 | VLDB | 0.00011278557 |
| 6,580 | Parallel Computation of Skyline and Reverse Skyline Queries Using MapReduce | 2013 | VLDB | 4.9982968e-05 |
| 5,708 | Scalable Skyline Computation Using Object-based Space Partitioning | 2009 | SIGMOD | 5.3629476e-05 |
| 3,616 | Angle-based Space Partitioning for Efficient Parallel Skyline Computation | 2008 | SIGMOD | 6.9108126e-05 |