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: 12795
Venue: VLDB
Year: 2022
Pagerank: 5.7535043e-05
Overall Rank: 5,024 | 65.05%
DOI: 10.14778/3551793.3551858

Incoming Non-self Citations Over Time

Authors

1. Abolfazl Asudeh
2. Fatemeh Nargesian

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,928	Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search	2024	VLDB	4.2511622e-05
10,341	A Theoretical Framework for Distribution-Aware Dataset Search	2025	PODS	4.1945683e-05
10,439	Finding What You’re Looking For: A Distribution-Aware Dataset Search Engine in Action	2025	SIGMOD	4.1945683e-05
10,955	Data Acquisition for Improving Model Confidence	2024	SIGMOD	4.1945683e-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
221	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033121824
300	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028441466
518	Data Integration for the Relational Web	2009	VLDB	0.00021158934
943	Wander Join: Online Aggregation via Random Walks	2016	SIGMOD	0.00015145883
1,178	Table Union Search on Open Data	2018	VLDB	0.00013468118
1,187	JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes	2019	SIGMOD	0.00013443639
1,367	Answering Table Queries on the Web using Column Keywords	2012	VLDB	0.00012349783
1,369	Random Sampling over Joins Revisited	2018	SIGMOD	0.00012339777
1,751	Auctus: A Dataset Search Engine for Data Discovery and Augmentation	2021	VLDB	0.00010683295
1,891	Towards Model-based Pricing for Machine Learning in a Data Marketplace	2019	SIGMOD	0.00010194092
2,078	Sample-Driven Schema Mapping	2012	SIGMOD	9.599707e-05
2,141	LSH Ensemble: Internet-Scale Domain Search	2016	VLDB	9.4542625e-05
2,359	Data Market Platforms: Trading Data Assets to Solve Data Problems	2020	VLDB	8.9607667e-05
3,750	Data Acquisition for Improving Machine Learning Models	2021	VLDB	6.7895763e-05
3,824	Correlation Sketches for Approximate Join-Correlation Queries	2021	SIGMOD	6.7260705e-05
4,279	Revenue Maximization for Query Pricing	2020	VLDB	6.2953388e-05
6,438	RONIN: Data Lake Exploration	2021	VLDB	5.0620163e-05
6,467	Tailoring Data Source Distributions for Fairness-aware Data Integration	2021	VLDB	5.0528156e-05
6,493	Joins on Samples: A Theoretical Guide for Practitioners	2020	VLDB	5.0424713e-05
6,816	RRR: Rank-Regret Representative	2019	SIGMOD	4.9173197e-05
8,053	Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy	2021	VLDB	4.5950705e-05

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Overall Rank	Paper	Year	Venue	Pagerank
7,715	Query Centric Partitioning and Allocation for Partially Replicated Database Systems	2017	SIGMOD	4.6699261e-05
11,650	Query-Driven Learning for Next Generation Predictive Modeling & Analytics	2019	SIGMOD	4.1945683e-05
3,750	Data Acquisition for Improving Machine Learning Models	2021	VLDB	6.7895763e-05
5,547	Network-Aware Query Processing for Stream-based Applications	2004	VLDB	5.4457955e-05
2,933	Answering Top-k Queries Using Views	2006	VLDB	7.8679669e-05
4,279	Revenue Maximization for Query Pricing	2020	VLDB	6.2953388e-05
2,743	Toward Practical Query Pricing with QueryMarket	2013	SIGMOD	8.1897331e-05
9,444	Online Optimization and Fair Costing for Dynamic Data Sharing in a Cloud Data Market	2014	SIGMOD	4.3408772e-05
2,370	Query-Based Data Pricing	2012	PODS	8.9488834e-05
5,800	QueryMarket Demonstration: Pricing for Online Data Markets	2012	VLDB	5.3211601e-05