Towards Distribution-aware Query Answering in Data Markets

Summary: Unified distribution-aware query answering for data markets enabling cost-effective integration of heterogeneous sources under user schemas. Join-path view discovery, get-next cost estimates, and adaptive view selection (bandit or coupon collector) for sequential sampling. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: h1a0004f4520da249
Venue: VLDB
Year: 2022
Pagerank: 6.1370792e-05
Overall Rank: 5,418 | 63.59%
DOI: 10.14778/3551793.3551858
PDF: Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

1. Abolfazl Asudeh (University of Illinois Chicago)
2. Fatemeh Nargesian (University of Rochester)

BibTeX Citation

@article{asudeh_vldb22,
        title = {{Towards Distribution-aware Query Answering in Data Markets}},
        author = {Asudeh, Abolfazl and Nargesian, Fatemeh},
        journal = {PVLDB},
        series = {{VLDB} '22},
        volume = {15},
        number = {11},
        pages = {3137--3144},
        doi = {10.14778/3551793.3551858},
        url = {https://doi.org/10.14778/3551793.3551858},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,019	Data Acquisition for Improving Model Confidence	2024	SIGMOD	5.2362096e-05
9,033	Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search	2024	VLDB	5.2322216e-05
11,090	A Theoretical Framework for Distribution-Aware Dataset Search	2025	PODS	4.9769913e-05
11,161	Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action	2025	SIGMOD	4.9769913e-05

Outgoing Citations (Sorted by Pagerank)

Showing 21 of 21 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
134	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00030042569
158	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028038831
484	Data Integration for the Relational Web	2009	VLDB	0.00017541069
596	Wander Join: Online Aggregation via Random Walks	2016	SIGMOD	0.00015782051
694	JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes	2019	SIGMOD	0.00014721161
765	Table Union Search on Open Data	2018	VLDB	0.00014119196
795	Random Sampling over Joins Revisited	2018	SIGMOD	0.00013934719
1,053	Answering Table Queries on the Web using Column Keywords	2012	VLDB	0.00012268624
1,319	LSH Ensemble: Internet-Scale Domain Search	2016	VLDB	0.00011042864
1,336	Auctus: A Dataset Search Engine for Data Discovery and Augmentation	2021	VLDB	0.00010984121
1,363	Towards Model-based Pricing for Machine Learning in a Data Marketplace	2019	SIGMOD	0.00010912672
1,776	Sample-Driven Schema Mapping	2012	SIGMOD	9.6631141e-05
1,847	Data Market Platforms: Trading Data Assets to Solve Data Problems	2020	VLDB	9.5091361e-05
3,016	Data Acquisition for Improving Machine Learning Models	2021	VLDB	7.7492494e-05
3,092	Correlation Sketches for Approximate Join-Correlation Queries	2021	SIGMOD	7.6548729e-05
3,987	Revenue Maximization for Query Pricing	2020	VLDB	6.8697118e-05
5,407	RONIN: Data Lake Exploration	2021	VLDB	6.1433552e-05
5,739	Tailoring Data Source Distributions for Fairness-aware Data Integration	2021	VLDB	6.0089081e-05
5,829	Joins on Samples: A Theoretical Guide for Practitioners	2020	VLDB	5.9764044e-05
6,721	RRR: Rank-Regret Representative	2019	SIGMOD	5.6966108e-05
8,312	Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy	2021	VLDB	5.3562257e-05

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