Back to papers
Data-Sharing Markets: Model, Protocol, and Algorithms to Incentivize the Formation of Data-Sharing Consortia
Summary: DSC: data-sharing market model, protocol, and algorithms to form sustainable consortia via guaranteed participation and data-value compensation. It critiques Shapley sharing, proposing a practical, analysis-backed allocation to sustain market formation.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 6676
- Venue
- SIGMOD
- Year
- 2023
- Pagerank
- 5.8641082e-05
- Overall Rank
- 4,864 | 66.20%
- DOI
-
10.1145/3589317
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 16 of 16 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 936 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00015197838 |
| 1,209 |
BlockchainDB - A Shared Database on Blockchains |
2019 |
VLDB |
0.00013264286 |
| 1,278 |
DataHub: Collaborative Data Science & Dataset Version Management at Scale |
2015 |
CIDR |
0.00012851949 |
| 1,291 |
SMCQL: Secure Querying for Federated Databases |
2017 |
VLDB |
0.00012771034 |
| 1,293 |
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms |
2019 |
VLDB |
0.00012749902 |
| 1,356 |
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics |
2021 |
CIDR |
0.00012409986 |
| 1,632 |
Garlic: A New Flavor of Federated Query Processing for DB2 |
2002 |
SIGMOD |
0.00011070537 |
| 2,366 |
Data Market Platforms: Trading Data Assets to Solve Data Problems |
2020 |
VLDB |
8.9521259e-05 |
| 3,754 |
Data Acquisition for Improving Machine Learning Models |
2021 |
VLDB |
6.7830341e-05 |
| 3,836 |
Dealer: An End-to-End Model Marketplace with Differential Privacy |
2021 |
VLDB |
6.7127853e-05 |
| 3,838 |
The evolution of Amazon Redshift (extended abstract) |
2021 |
VLDB |
6.7113252e-05 |
| 5,276 |
ORPHEUSDB: A Lightweight Approach to Relational Dataset Versioning |
2017 |
SIGMOD |
5.5887569e-05 |
| 5,572 |
AnyLog: a Grand Unification of the Internet of Things |
2020 |
CIDR |
5.4276288e-05 |
| 5,759 |
Hu-Fu: Efficient and Secure Spatial Queries over Data Federation |
2022 |
VLDB |
5.3372523e-05 |
| 6,666 |
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow |
2022 |
VLDB |
4.9656391e-05 |
| 8,055 |
Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy |
2021 |
VLDB |
4.5906619e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 6,666 |
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow |
2022 |
VLDB |
4.9656391e-05 |
| 1,926 |
Reconciling while Tolerating Disagreement in Collaborative Data Sharing |
2006 |
SIGMOD |
0.00010071441 |
| 4,477 |
How to Price Shared Optimizations in the Cloud |
2012 |
VLDB |
6.1453536e-05 |
| 4,140 |
Protecting Data Markets from Strategic Buyers |
2022 |
SIGMOD |
6.4114048e-05 |
| 6,262 |
Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games |
2024 |
SIGMOD |
5.1300221e-05 |
| 9,450 |
Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market |
2014 |
SIGMOD |
4.3367172e-05 |
| 7,487 |
Incentive-Aware Decentralized Data Collaboration |
2023 |
SIGMOD |
4.7135369e-05 |
| 6,728 |
On Shapley Value in Data Assemblage Under Independent Utility |
2022 |
VLDB |
4.9443317e-05 |
| 10,132 |
A Game Theory Approach for Negotiating in Data Marketplaces |
2026 |
SIGMOD |
4.1905499e-05 |
| 2,366 |
Data Market Platforms: Trading Data Assets to Solve Data Problems |
2020 |
VLDB |
8.9521259e-05 |