Data Markets in the Cloud: An Opportunity for the Database Community

Summary: Cloud data markets are identified as an opportunity for the database community to shape data management in the cloud. The paper outlines key market-related challenges and presents a research agenda for database systems to tackle them in cloud data markets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10232
Venue: VLDB
Year: 2011
Pagerank: 0.00010979534
Overall Rank: 1,660 | 88.46%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,771	On Arbitrage-free Pricing for General Data Queries	2014	VLDB	0.00010617356
1,891	Towards Model-based Pricing for Machine Learning in a Data Marketplace	2019	SIGMOD	0.00010194092
2,370	Query-Based Data Pricing	2012	PODS	8.9488834e-05
2,743	Toward Practical Query Pricing with QueryMarket	2013	SIGMOD	8.1897331e-05
3,750	Data Acquisition for Improving Machine Learning Models	2021	VLDB	6.7895763e-05
3,892	QIRANA: A Framework for Scalable Query Pricing	2017	SIGMOD	6.659352e-05
4,101	Less is More: Selecting Sources Wisely for Integration	2013	VLDB	6.4523909e-05
4,279	Revenue Maximization for Query Pricing	2020	VLDB	6.2953388e-05
6,262	Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games	2024	SIGMOD	5.1349507e-05
6,263	Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets	2023	VLDB	5.1349507e-05
7,321	Counterfactual Explanation of Shapley Value in Data Coalitions	2024	VLDB	4.7629325e-05
8,849	SourceSight: Enabling Effective Source Selection	2016	SIGMOD	4.4369118e-05
9,177	Cost-efficient Data Acquisition on Online Data Marketplaces for Correlation Analysis	2019	VLDB	4.3834281e-05
11,722	Deeper: A Data Enrichment System Powered by Deep Web	2018	SIGMOD	4.1945683e-05
11,895	Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration	2015	CIDR	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 1 of 1 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
31	Provenance Semirings	2007	PODS	0.0007857786

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