Multi-objective Query Processing for Database Systems
Summary: Introduces an instance-optimal algorithm for retrieving objects non-dominated by arbitrary monotonic objectives, unifying top-k and skyline queries while avoiding exhaustive scans. Supports progressive result production with provably efficient object accesses. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Wolf-Tilo Balke (University of California Berkeley)
- 2. Ulrich Güntzer (University of Tübingen)
BibTeX Citation
@article{balke_vldb04,
title = {{Multi-objective Query Processing for Database Systems}},
author = {Balke, Wolf-Tilo and Güntzer, Ulrich},
journal = {PVLDB},
series = {{VLDB} '04},
pages = {936--947},
doi = {10.1016/B978-012088469-8.50082-6},
url = {https://doi.org/10.1016/B978-012088469-8.50082-6},
year = {2004}
}Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,213 | Maximal Vector Computation in Large Data Sets | 2005 | VLDB | 0.00011512468 |
| 1,394 | Efficient Computation of the Skyline Cube | 2005 | VLDB | 0.00010796403 |
| 3,340 | Refreshing the Sky: The Compressed Skycube with Efficient Support for Frequent Updates | 2006 | SIGMOD | 7.4080086e-05 |
| 7,787 | On Efficient Top-k Query Processing in Highly Distributed Environments | 2008 | SIGMOD | 5.4528991e-05 |
| 9,398 | PackageBuilder: From Tuples to Packages | 2014 | VLDB | 5.1849689e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0010679641 |
| 111 | Optimizing Multi-Feature Queries for Image Databases | 2000 | VLDB | 0.00032675259 |
| 256 | Efficient Progressive Skyline Computation | 2001 | VLDB | 0.00022981799 |
| 313 | Shooting Stars in the Sky: An Online Algorithm for Skyline Queries | 2002 | VLDB | 0.00021311041 |
| 638 | An Optimal and Progressive Algorithm for Skyline Queries | 2003 | SIGMOD | 0.00015338893 |
| 671 | Foundations of Preferences in Database Systems | 2002 | VLDB | 0.00014929237 |
| 1,806 | Multiobjective Query Optimization | 2001 | PODS | 9.5976083e-05 |
| 3,407 | Quality-driven Integration of Heterogeneous Information Systems | 1999 | VLDB | 7.328074e-05 |
| 5,372 | Preferences: Putting More Knowledge into Queries | 1987 | VLDB | 6.1579918e-05 |
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|---|---|---|---|---|
| 1 | 1,439 | Continuous Monitoring of Top-k Queries over Sliding Windows | 2006 | SIGMOD |
| 2 | 2,893 | Efficient Processing of Top-k Dominating Queries on Multi-Dimensional Data | 2007 | VLDB |
| 3 | 12,962 | On Dominating Your Neighborhood Profitably | 2007 | VLDB |
| 4 | 6,520 | Query Refinement for Diverse Top-k Selection | 2024 | SIGMOD |
| 5 | 8,547 | Discovering the Skyline of Web Databases | 2016 | VLDB |
| 6 | 12,599 | Optimal Top-k Generation of Attribute Combinations based on Ranked Lists | 2012 | SIGMOD |
| 7 | 1,806 | Multiobjective Query Optimization | 2001 | PODS |
| 8 | 8,971 | A Fast Randomized Algorithm for Multi-Objective Query Optimization | 2016 | SIGMOD |
| 9 | 446 | Query Optimization for Parallel Execution | 1992 | SIGMOD |
| 10 | 2,524 | Multi-Objective Parametric Query Optimization | 2015 | VLDB |