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: 6.1167862e-05
Overall Rank: 5,435 | 63.57%
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
9,039	Data Acquisition for Improving Model Confidence	2024	SIGMOD	5.2188954e-05
9,054	Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search	2024	VLDB	5.2149206e-05
11,151	A Theoretical Framework for Distribution-Aware Dataset Search	2025	PODS	4.9605343e-05
11,220	Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action	2025	SIGMOD	4.9605343e-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
132	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00030213215
158	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028049555
484	Data Integration for the Relational Web	2009	VLDB	0.00017535511
594	Wander Join: Online Aggregation via Random Walks	2016	SIGMOD	0.00015814493
679	JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes	2019	SIGMOD	0.00014802
758	Table Union Search on Open Data	2018	VLDB	0.00014200657
793	Random Sampling over Joins Revisited	2018	SIGMOD	0.00013903938
1,037	Answering Table Queries on the Web using Column Keywords	2012	VLDB	0.00012357454
1,325	LSH Ensemble: Internet-Scale Domain Search	2016	VLDB	0.000110184
1,333	Auctus: A Dataset Search Engine for Data Discovery and Augmentation	2021	VLDB	0.00010982382
1,369	Towards Model-based Pricing for Machine Learning in a Data Marketplace	2019	SIGMOD	0.00010876597
1,787	Sample-Driven Schema Mapping	2012	SIGMOD	9.6333179e-05
1,858	Data Market Platforms: Trading Data Assets to Solve Data Problems	2020	VLDB	9.4779185e-05
3,024	Data Acquisition for Improving Machine Learning Models	2021	VLDB	7.7237124e-05
3,093	Correlation Sketches for Approximate Join-Correlation Queries	2021	SIGMOD	7.6378811e-05
4,001	Revenue Maximization for Query Pricing	2020	VLDB	6.8470053e-05
5,423	RONIN: Data Lake Exploration	2021	VLDB	6.1230414e-05
5,752	Tailoring Data Source Distributions for Fairness-aware Data Integration	2021	VLDB	5.9890389e-05
5,841	Joins on Samples: A Theoretical Guide for Practitioners	2020	VLDB	5.9569427e-05
6,736	RRR: Rank-Regret Representative	2019	SIGMOD	5.6777742e-05
8,326	Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy	2021	VLDB	5.3385147e-05

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