Efficient Approximation of Optimization Queries Under Parametric Aggregation Constraints
Summary: OPAC queries optimize under parametric aggregation constraints, selecting tuple sets under limits with parameter constants. Preprocessing and indices enable fast, approximate answers with tunable accuracy guarantees; experiments validate efficiency. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sudipto Guha
- 2. Dimitrios Gunopoulos
- 3. Nick Koudas
- 4. Divesh Srivastava
- 5. Michail Vlachos
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,207 | RankSQL: Query Algebra and Optimization for Relational Top-k Queries | 2005 | SIGMOD | 0.0001327437 |
| 4,876 | Approximation Schemes for Many-Objective Query Optimization | 2014 | SIGMOD | 5.8544467e-05 |
| 7,170 | Database Support for Matching: Limitations and Opportunities | 2006 | SIGMOD | 4.807309e-05 |
| 7,871 | Scalable Package Queries in Relational Database Systems | 2016 | VLDB | 4.626492e-05 |
Previous
Page 1 / 1
Next
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 |
|---|---|---|---|---|
| 428 | The Onion Technique: Indexing for Linear Optimization Queries | 2000 | SIGMOD | 0.0002349868 |
| 464 | PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries | 2001 | SIGMOD | 0.00022476798 |
| 551 | Supporting Incremental Join Queries on Ranked Inputs | 2001 | VLDB | 0.00020310856 |
| 706 | Foundations of Preferences in Database Systems | 2002 | VLDB | 0.00017777858 |
| 802 | Evaluating Top-k Selection Queries | 1999 | VLDB | 0.00016440813 |
| 1,032 | Preference SQL - Design, Implementation, Experiences | 2002 | VLDB | 0.00014546409 |
| 1,079 | A Framework for Expressing and Combining Preferences | 2000 | SIGMOD | 0.00014219622 |
| 1,618 | Multiobjective Query Optimization | 2001 | PODS | 0.00011125239 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 649 | Progressive Approximate Aggregate Queries with a Multi-Resolution Tree Structure | 2001 | SIGMOD | 0.00018652362 |
| 454 | An Overview of Query Optimization in Relational Systems | 1998 | PODS | 0.00022796106 |
| 10,049 | Approximate Query Processing under Updates | 2026 | SIGMOD | 4.1905499e-05 |
| 6,724 | Combining Aggregation and Sampling (Nearly) Optimally for Approximate Query Processing | 2021 | SIGMOD | 4.9449472e-05 |
| 1,725 | Design and Analysis of Parametric Query Optimization Algorithms | 1998 | VLDB | 0.0001073575 |
| 144 | Optimization of Nonrecursive Queries | 1986 | VLDB | 0.00041430126 |
| 11,256 | Asymptotically Better Query Optimization Using Indexed Algebra | 2023 | VLDB | 4.1905499e-05 |
| 8,850 | Efficient Approximations of Conjunctive Queries | 2012 | PODS | 4.4324268e-05 |
| 8,890 | A General Framework for Modeling and Processing Optimization Queries | 2007 | VLDB | 4.4235206e-05 |
| 2,813 | A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries | 2001 | SIGMOD | 8.0816314e-05 |