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 |
|---|---|---|---|---|
| 5,839 | Why Not Yet: Fixing a Top-k Ranking that Is Not Fair to Individuals | 2023 | VLDB | 5.3073497e-05 |
| 9,447 | SuDocu: Summarizing Documents by Example | 2020 | VLDB | 4.3371403e-05 |
| 10,152 | Data-Semantics-Aware Recommendation of Diverse Pivot Tables | 2026 | SIGMOD | 4.1905499e-05 |
| 10,603 | Optimized Batch Prompting for Cost-effective LLMs | 2025 | VLDB | 4.1905499e-05 |
| 10,665 | Stochastic SketchRefine: Scaling In-Database Decision-Making under Uncertainty to Millions of Tuples | 2025 | VLDB | 4.1905499e-05 |
| 10,957 | Counterfactual Explanation at Will, with Zero Privacy Leakage | 2024 | 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 |
|---|---|---|---|---|
| 1,376 | Tiresias: The Database Oracle for How-To Queries | 2012 | SIGMOD | 0.00012315734 |
| 3,154 | Searchlight: Enabling Integrated Search and Exploration over Large Multidimensional Data | 2015 | VLDB | 7.470532e-05 |
| 3,441 | Interactive Data Exploration Using Semantic Windows | 2014 | SIGMOD | 7.0891447e-05 |
| 4,561 | Constructing and Exploring Composite Items | 2010 | SIGMOD | 6.0758276e-05 |
| 5,285 | Efficient Approximation of Optimization Queries Under Parametric Aggregation Constraints | 2003 | VLDB | 5.583298e-05 |
| 7,768 | On the Complexity of Package Recommendation Problems | 2012 | PODS | 4.6523419e-05 |
| 8,979 | PackageBuilder: From Tuples to Packages | 2014 | VLDB | 4.4144821e-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 | 5.6597671e-05 |
| 4,545 | Bounded Conjunctive Queries | 2014 | VLDB | 6.0917464e-05 |
| 8,963 | An Effective Syntax for Bounded Relational Queries | 2016 | SIGMOD | 4.4165156e-05 |
| 5,285 | Efficient Approximation of Optimization Queries Under Parametric Aggregation Constraints | 2003 | VLDB | 5.583298e-05 |
| 1,520 | The Containment Problem for Real Conjunctive Queries with Inequalities | 2006 | PODS | 0.00011524911 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057797415 |
| 8,700 | Stochastic Package Queries in Probabilistic Databases | 2020 | SIGMOD | 4.4603778e-05 |
| 8,979 | PackageBuilder: From Tuples to Packages | 2014 | VLDB | 4.4144821e-05 |
| 10,665 | Stochastic SketchRefine: Scaling In-Database Decision-Making under Uncertainty to Millions of Tuples | 2025 | VLDB | 4.1905499e-05 |
| 8,022 | Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization | 2024 | VLDB | 4.599539e-05 |