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: 10423
Venue: VLDB
Year: 2011
Pagerank: 0.00010317008
Overall Rank: 1,576 | 89.19%
DOI: 10.14778/3402755.3402787

Incoming Non-self Citations Over Time

Authors

1. Magdalena Balazinska (University of Washington)
2. Bill Howe (University of Washington)
3. Dan Suciu (University of Washington)

BibTeX Citation

@article{balazinska_vldb11,
        title = {{Data Markets in the Cloud: An Opportunity for the Database Community}},
        author = {Balazinska, Magdalena and Howe, Bill and Suciu, Dan},
        journal = {PVLDB},
        series = {{VLDB} '11},
        volume = {4},
        number = {12},
        pages = {1482--1485},
        doi = {10.14778/3402755.3402787},
        url = {https://doi.org/10.14778/3402755.3402787},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,488	Towards Model-based Pricing for Machine Learning in a Data Marketplace	2019	SIGMOD	0.00010612416
1,861	On Arbitrage-free Pricing for General Data Queries	2014	VLDB	9.5965642e-05
2,342	Query-Based Data Pricing	2012	PODS	8.7217471e-05
2,719	Toward Practical Query Pricing with QueryMarket	2013	SIGMOD	8.209612e-05
2,994	Data Acquisition for Improving Machine Learning Models	2021	VLDB	7.8762343e-05
3,927	Revenue Maximization for Query Pricing	2020	VLDB	7.012417e-05
4,087	Less is More: Selecting Sources Wisely for Integration	2013	VLDB	6.9141684e-05
5,191	QIRANA: A Framework for Scalable Query Pricing	2017	SIGMOD	6.3265914e-05
5,441	Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games	2024	SIGMOD	6.2184806e-05
6,145	Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets	2023	VLDB	5.9604471e-05
6,783	Counterfactual Explanation of Shapley Value in Data Coalitions	2024	VLDB	5.7758194e-05
9,019	SourceSight: Enabling Effective Source Selection	2016	SIGMOD	5.3309706e-05
9,253	Cost-efficient Data Acquisition on Online Data Marketplaces for Correlation Analysis	2019	VLDB	5.297659e-05
11,927	Deeper: A Data Enrichment System Powered by Deep Web	2018	SIGMOD	5.093636e-05
12,094	Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration	2015	CIDR	5.093636e-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
17	Provenance Semirings	2007	PODS	0.00059843817

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