QIRANA: A Framework for Scalable Query Pricing

Summary: Proposes Qirana, a real-time pricing framework for SQL queries (including aggregates) with arbitrage-free guarantees. Supports flexible pricing functions and attribute-level parameters, enabling scalable, fair pricing over large datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5455
Venue: SIGMOD
Year: 2017
Pagerank: 6.3265914e-05
Overall Rank: 5,191 | 64.39%
DOI: 10.1145/3035918.3064017

Incoming Non-self Citations Over Time

Authors

1. Shaleen Deep (University of Wisconsin)
2. Paraschos Koutris (University of Wisconsin)

BibTeX Citation

@inproceedings{deep_sigmod17,
        title = {{QIRANA: A Framework for Scalable Query Pricing}},
        author = {Deep, Shaleen and Koutris, Paraschos},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3035918.3064017},
        url = {https://dl.acm.org/doi/10.1145/3035918.3064017},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,927	Revenue Maximization for Query Pricing	2020	VLDB	7.012417e-05
6,272	On Shapley Value in Data Assemblage Under Independent Utility	2022	VLDB	5.9319813e-05
9,242	Managing Conflicting Interests of Stakeholders in Influencer Marketing	2023	SIGMOD	5.2993405e-05
11,325	DataPrice: An Interactive System for Pricing Datasets in Data Marketplaces	2024	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
61	Maintaining Views Incrementally	1993	SIGMOD	0.00039026867
225	Complexity of Answering Queries Using Materialized Views	1998	PODS	0.00024101949
391	View Maintenance in a Warehousing Environment	1995	SIGMOD	0.00019370653
438	DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views	2012	VLDB	0.00018471721
736	Materialized View Maintenance and Integrity Constraint Checking: Trading Space for Time	1996	SIGMOD	0.00014508563
1,091	Incremental Maintenance of Externally Materialized Views	1996	VLDB	0.00012226764
1,576	Data Markets in the Cloud: An Opportunity for the Database Community	2011	VLDB	0.00010317008
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
3,081	Price-Optimal Querying with Data APIs	2016	VLDB	7.7743445e-05
6,036	QueryMarket Demonstration: Pricing for Online Data Markets	2012	VLDB	5.9995474e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	11,325	DataPrice: An Interactive System for Pricing Datasets in Data Marketplaces	2024	VLDB
2	11,845	Query-Driven Learning for Next Generation Predictive Modeling & Analytics	2019	SIGMOD
3	10,000	Saving Money for Analytical Workloads in the Cloud	2024	VLDB
4	5,300	Towards Distribution-aware Query Answering in Data Markets	2022	VLDB
5	3,927	Revenue Maximization for Query Pricing	2020	VLDB
6	1,861	On Arbitrage-free Pricing for General Data Queries	2014	VLDB
7	2,342	Query-Based Data Pricing	2012	PODS
8	6,036	QueryMarket Demonstration: Pricing for Online Data Markets	2012	VLDB
9	2,719	Toward Practical Query Pricing with QueryMarket	2013	SIGMOD
10	6,769	QIRANA Demonstration: Real Time Scalable Query Pricing	2017	VLDB