Evaluation of Probabilistic Threshold Queries in MCDB
Summary: MCDB prototype database for stochastic models of uncertain data. Investigates probabilistic threshold queries—retrieve objects satisfying a filter with probability > p (e.g., late packages, regions with >50% declines, stock by Friday >20%)—addressing system design and statistical interpretation. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,960 | Efficiently Answering Durability Prediction Queries | 2021 | SIGMOD | 4.8849367e-05 |
| 11,968 | Model-Data Ecosystems: Challenges, Tools, and Trends | 2014 | PODS | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057857292 |
| 299 | Trio: A System for Data, Uncertainty, and Lineage | 2006 | VLDB | 0.00028525071 |
| 321 | MCDB: A Monte Carlo Approach to Managing Uncertain Data | 2008 | SIGMOD | 0.00027527389 |
| 469 | MauveDB: Supporting Model-based User Views in Database Systems | 2006 | SIGMOD | 0.00022406923 |
| 611 | Lineage Tracing for General Data Warehouse Transformations | 2001 | VLDB | 0.00019231115 |
| 1,569 | Querying Continuous Functions in a Database System | 2008 | SIGMOD | 0.0001132337 |
| 1,707 | Ranking Queries on Uncertain Data: A Probabilistic Threshold Approach | 2008 | SIGMOD | 0.00010816111 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,705 | Stochastic Package Queries in Probabilistic Databases | 2020 | SIGMOD | 4.4646588e-05 |
| 8,090 | Probabilistic Histograms for Probabilistic Data | 2009 | VLDB | 4.5888589e-05 |
| 8,882 | Threshold Query Optimization for Uncertain Data | 2010 | SIGMOD | 4.4289641e-05 |
| 6,683 | Probabilistic Databases for All | 2020 | PODS | 4.9638979e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057857292 |
| 467 | Evaluating Probabilistic Queries over Imprecise Data | 2003 | SIGMOD | 0.00022443768 |
| 7,623 | Optimizing Probabilistic Query Processing on Continuous Uncertain Data | 2011 | VLDB | 4.6933659e-05 |
| 627 | Management of Probabilistic Data: Foundations and Challenges | 2007 | PODS | 0.00018959005 |
| 5,969 | MCDB-R: Risk Analysis in the Database | 2010 | VLDB | 5.2489117e-05 |
| 321 | MCDB: A Monte Carlo Approach to Managing Uncertain Data | 2008 | SIGMOD | 0.00027527389 |