Systems Aspects of Probabilistic Data Management

Summary: Bridges theory and systems for probabilistic data, focusing on implementor concerns for SQL queries over probabilistic databases. Grounded in the RFID Ecosystem application, it covers probabilistic streams, event processing, and views to illustrate practical system design and runtime issues. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9796
Venue: VLDB
Year: 2008
Pagerank: 4.1945683e-05
Overall Rank: 12,406 | 13.70%
DOI: -

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Rank	Citing Paper	Year	Venue	Pagerank

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Showing 14 of 14 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
149	Trio: A System for Integrated Management of Data, Accuracy, and Lineage	2005	CIDR	0.00041101118
321	MCDB: A Monte Carlo Approach to Managing Uncertain Data	2008	SIGMOD	0.00027527389
467	Evaluating Probabilistic Queries over Imprecise Data	2003	SIGMOD	0.00022443768
477	Model-Driven Data Acquisition in Sensor Networks	2004	VLDB	0.00022221803
721	Data Integration with Uncertainty	2007	VLDB	0.00017570539
760	Creating Probabilistic Databases from Information Extraction Models	2006	VLDB	0.00017053935
1,179	Probabilistic Skylines on Uncertain Data	2007	VLDB	0.00013457451
1,594	Adaptive Cleaning for RFID Data Streams	2006	VLDB	0.00011222484
1,707	Ranking Queries on Uncertain Data: A Probabilistic Threshold Approach	2008	SIGMOD	0.00010816111
2,118	Using Probabilistic Models for Data Management in Acquisitional Environments	2005	CIDR	9.5100739e-05
3,372	OLAP over Imprecise Data with Domain Constraints	2007	VLDB	7.1683982e-05
3,398	Event Queries on Correlated Probabilistic Streams	2008	SIGMOD	7.141911e-05
5,674	Efficient Allocation Algorithms for OLAP over Imprecise Data	2006	VLDB	5.377195e-05

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