On Arbitrage-free Pricing for General Data Queries
Summary: Studies arbitrage-free pricing over arbitrary queries, spanning relational, aggregate, sampling, and privacy-preserving workloads. Derives necessary conditions and new pricing schemes, while proving flexibility–arbitrage tensions that can force unreasonable prices. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Bing-Rong Lin (Pennsylvania State University)
- 2. Daniel Kifer (Pennsylvania State University)
BibTeX Citation
@article{lin_vldb14,
title = {{On Arbitrage-free Pricing for General Data Queries}},
author = {Lin, Bing-Rong and Kifer, Daniel},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {9},
pages = {757--768},
doi = {10.14778/2732939.2732942},
url = {https://doi.org/10.14778/2732939.2732942},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,066 | Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms | 2019 | VLDB | 0.00012333161 |
| 1,488 | Towards Model-based Pricing for Machine Learning in a Data Marketplace | 2019 | SIGMOD | 0.00010612416 |
| 2,994 | Data Acquisition for Improving Machine Learning Models | 2021 | VLDB | 7.8762343e-05 |
| 3,081 | Price-Optimal Querying with Data APIs | 2016 | VLDB | 7.7743445e-05 |
| 3,759 | Dealer: An End-to-End Model Marketplace with Differential Privacy | 2021 | VLDB | 7.14674e-05 |
| 3,927 | Revenue Maximization for Query Pricing | 2020 | VLDB | 7.012417e-05 |
| 5,191 | QIRANA: A Framework for Scalable Query Pricing | 2017 | SIGMOD | 6.3265914e-05 |
| 6,769 | QIRANA Demonstration: Real Time Scalable Query Pricing | 2017 | VLDB | 5.7788116e-05 |
| 8,908 | Privacy and Accuracy-Aware AI/ML Model Deduplication | 2025 | SIGMOD | 5.3483178e-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 |
|---|---|---|---|---|
| 62 | Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis | 2009 | SIGMOD | 0.00038970535 |
| 1,576 | Data Markets in the Cloud: An Opportunity for the Database Community | 2011 | VLDB | 0.00010317008 |
| 2,342 | Query-Based Data Pricing | 2012 | PODS | 8.7217471e-05 |
| 2,719 | Toward Practical Query Pricing with QueryMarket | 2013 | SIGMOD | 8.209612e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 5,300 | Towards Distribution-aware Query Answering in Data Markets | 2022 | VLDB |
| 2 | 4,521 | How to Price Shared Optimizations in the Cloud | 2012 | VLDB |
| 3 | 9,598 | Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market | 2014 | SIGMOD |
| 4 | 6,036 | QueryMarket Demonstration: Pricing for Online Data Markets | 2012 | VLDB |
| 5 | 1,488 | Towards Model-based Pricing for Machine Learning in a Data Marketplace | 2019 | SIGMOD |
| 6 | 3,081 | Price-Optimal Querying with Data APIs | 2016 | VLDB |
| 7 | 5,191 | QIRANA: A Framework for Scalable Query Pricing | 2017 | SIGMOD |
| 8 | 2,719 | Toward Practical Query Pricing with QueryMarket | 2013 | SIGMOD |
| 9 | 3,927 | Revenue Maximization for Query Pricing | 2020 | VLDB |
| 10 | 2,342 | Query-Based Data Pricing | 2012 | PODS |