Online Ordering of Overlapping Data Sources
Summary: OASIS orders autonomous, overlapping sources online to maximize answer delivery despite incomplete coverage/overlap statistics. It combines maximum-entropy overlap estimation, adaptive source ordering, and runtime statistics enrichment, achieving scalable anytime integration. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Mariam Salloum (University of California Riverside)
- 2. Xin Luna Dong (Google)
- 3. Divesh Srivastava (AT&T)
- 4. Vassilis J. Tsotras (University of California Riverside)
BibTeX Citation
@article{salloum_vldb14,
title = {{Online Ordering of Overlapping Data Sources}},
author = {Salloum, Mariam and Dong, Xin Luna and Srivastava, Divesh and Tsotras, Vassilis J.},
journal = {PVLDB},
series = {{VLDB} '14},
volume = {7},
number = {3},
pages = {133--144},
doi = {10.14778/2732232.2732235},
url = {https://doi.org/10.14778/2732232.2732235},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,858 | Using Probabilistic Information in Data Integration | 1997 | VLDB | 9.6035277e-05 |
| 2,096 | An Analysis of Structured Data on the Web | 2012 | VLDB | 9.1746663e-05 |
| 3,052 | Online Data Fusion | 2011 | VLDB | 7.8105426e-05 |
| 5,860 | Understanding Cardinality Estimation using Entropy Maximization | 2010 | PODS | 6.0636893e-05 |
| 5,962 | BibFinder/StatMiner: Effectively Mining and Using Coverage and Overlap Statistics in Data Integration | 2003 | VLDB | 6.0274692e-05 |
| 12,548 | Information Theory For Data Management | 2009 | VLDB | 5.093636e-05 |
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