On Arbitrage-free Pricing for General Data Queries
Summary: Arbitrage-free pricing for arbitrary data queries (SPJ, aggregates, sampling, noisy). Introduces necessary conditions and new pricing functions, and explores tensions between flexibility and arbitrage, often yielding unreasonable prices. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Bing-Rong Lin
- 2. Daniel Kifer
Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,298 | Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | 2019 | VLDB | 0.00012758104 |
| 1,891 | Towards Model-based Pricing for Machine Learning in a Data Marketplace | 2019 | SIGMOD | 0.00010194092 |
| 2,820 | Price-Optimal Querying with Data APIs | 2016 | VLDB | 8.062913e-05 |
| 3,750 | Data Acquisition for Improving Machine Learning Models | 2021 | VLDB | 6.7895763e-05 |
| 3,836 | Dealer: An End-to-End Model Marketplace with Differential Privacy | 2021 | VLDB | 6.7153977e-05 |
| 3,892 | QIRANA: A Framework for Scalable Query Pricing | 2017 | SIGMOD | 6.659352e-05 |
| 4,279 | Revenue Maximization for Query Pricing | 2020 | VLDB | 6.2953388e-05 |
| 6,344 | QIRANA Demonstration: Real Time Scalable Query Pricing | 2017 | VLDB | 5.1023673e-05 |
| 10,499 | Privacy and Accuracy-Aware AI/ML Model Deduplication | 2025 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 83 | Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis | 2009 | SIGMOD | 0.00053933811 |
| 1,660 | Data Markets in the Cloud: An Opportunity for the Database Community | 2011 | VLDB | 0.00010979534 |
| 2,370 | Query-Based Data Pricing | 2012 | PODS | 8.9488834e-05 |
| 2,743 | Toward Practical Query Pricing with QueryMarket | 2013 | SIGMOD | 8.1897331e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,024 | Towards Distribution-aware Query Answering in Data Markets | 2022 | VLDB | 5.7535043e-05 |
| 4,477 | How to Price Shared Optimizations in the Cloud | 2012 | VLDB | 6.1509882e-05 |
| 9,444 | Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market | 2014 | SIGMOD | 4.3408772e-05 |
| 5,800 | QueryMarket Demonstration: Pricing for Online Data Markets | 2012 | VLDB | 5.3211601e-05 |
| 1,891 | Towards Model-based Pricing for Machine Learning in a Data Marketplace | 2019 | SIGMOD | 0.00010194092 |
| 2,820 | Price-Optimal Querying with Data APIs | 2016 | VLDB | 8.062913e-05 |
| 3,892 | QIRANA: A Framework for Scalable Query Pricing | 2017 | SIGMOD | 6.659352e-05 |
| 2,743 | Toward Practical Query Pricing with QueryMarket | 2013 | SIGMOD | 8.1897331e-05 |
| 4,279 | Revenue Maximization for Query Pricing | 2020 | VLDB | 6.2953388e-05 |
| 2,370 | Query-Based Data Pricing | 2012 | PODS | 8.9488834e-05 |