Scalable Package Queries in Relational Database Systems
Summary: PaQL, a SQL-based package-query language for constraints, enabling collective optimization beyond per-tuple predicates. Proposes SKETCHREFINE, a scalable ILP-based evaluator with (1±ε)^6-approximation, delivering speedups over direct ILP on large data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,826 | Why Not Yet: Fixing a Top-k Ranking that Is Not Fair to Individuals | 2023 | VLDB | 5.3124507e-05 |
| 9,521 | SuDocu: Summarizing Documents by Example | 2020 | VLDB | 4.3319585e-05 |
| 10,152 | Data-Semantics-Aware Recommendation of Diverse Pivot Tables | 2026 | SIGMOD | 4.1945683e-05 |
| 10,595 | Optimized Batch Prompting for Cost-effective LLMs | 2025 | VLDB | 4.1945683e-05 |
| 10,657 | Stochastic SketchRefine: Scaling In-Database Decision-Making under Uncertainty to Millions of Tuples | 2025 | VLDB | 4.1945683e-05 |
| 10,954 | Counterfactual Explanation at Will, with Zero Privacy Leakage | 2024 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 1,371 | Tiresias: The Database Oracle for How-To Queries | 2012 | SIGMOD | 0.00012323502 |
| 3,147 | Searchlight: Enabling Integrated Search and Exploration over Large Multidimensional Data | 2015 | VLDB | 7.4771804e-05 |
| 3,441 | Interactive Data Exploration Using Semantic Windows | 2014 | SIGMOD | 7.0914601e-05 |
| 4,565 | Constructing and Exploring Composite Items | 2010 | SIGMOD | 6.081125e-05 |
| 5,299 | Efficient Approximation of Optimization Queries Under Parametric Aggregation Constraints | 2003 | VLDB | 5.5796719e-05 |
| 7,770 | On the Complexity of Package Recommendation Problems | 2012 | PODS | 4.6562597e-05 |
| 8,973 | PackageBuilder: From Tuples to Packages | 2014 | VLDB | 4.4187185e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,144 | Scalable Query Rewriting: A Graph-Based Approach | 2011 | SIGMOD | 5.6651982e-05 |
| 4,546 | Bounded Conjunctive Queries | 2014 | VLDB | 6.0987778e-05 |
| 8,961 | An Effective Syntax for Bounded Relational Queries | 2016 | SIGMOD | 4.4206115e-05 |
| 5,299 | Efficient Approximation of Optimization Queries Under Parametric Aggregation Constraints | 2003 | VLDB | 5.5796719e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057857292 |
| 1,522 | The Containment Problem for Real Conjunctive Queries with Inequalities | 2006 | PODS | 0.0001153051 |
| 8,705 | Stochastic Package Queries in Probabilistic Databases | 2020 | SIGMOD | 4.4646588e-05 |
| 8,973 | PackageBuilder: From Tuples to Packages | 2014 | VLDB | 4.4187185e-05 |
| 10,657 | Stochastic SketchRefine: Scaling In-Database Decision-Making under Uncertainty to Millions of Tuples | 2025 | VLDB | 4.1945683e-05 |
| 8,021 | Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization | 2024 | VLDB | 4.6039546e-05 |