Suppression and Failures in Sensor Networks: A Bayesian Approach

Summary: BaySail uses Bayesian inference to disambiguate suppressed readings from message failures in energy-constrained sensor networks. Application-level redundancy beats retransmission and basic sampling on the cost–accuracy trade-off. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 9825
Venue: VLDB
Year: 2007
Pagerank: 5.093636e-05
Overall Rank: 12,673 | 13.06%
DOI: -

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. Adam Silberstein (Duke University)
2. Gavino Puggioni (Duke University)
3. Alan Gelfand (Duke University)
4. Kamesh Munagala (Duke University)
5. Jun Yang (Duke University)

BibTeX Citation

@article{silberstein_vldb07,
        title = {{Suppression and Failures in Sensor Networks: A Bayesian Approach}},
        author = {Silberstein, Adam and Puggioni, Gavino and Gelfand, Alan and Munagala, Kamesh and Yang, Jun},
        journal = {PVLDB},
        series = {{VLDB} '07},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
12,505	Large-Scale Uncertainty Management Systems: Learning and Exploiting Your Data (Tutorial Summary)	2009	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
50	Efficient Query Evaluation on Probabilistic Databases	2004	VLDB	0.00043596705
331	Trio: A System for Data, Uncertainty, and Lineage	2006	VLDB	0.00020936658
337	Model-Driven Data Acquisition in Sensor Networks	2004	VLDB	0.00020783399
408	MauveDB: Supporting Model-based User Views in Database Systems	2006	SIGMOD	0.00019008806
646	Adaptive Precision Setting for Cached Approximate Values	2001	SIGMOD	0.00015335457
722	Adaptive Filters for Continuous Queries over Distributed Data Streams	2003	SIGMOD	0.00014627248
891	Adaptive Stream Resource Management Using Kalman Filters	2004	SIGMOD	0.00013382575
1,322	Design Considerations for High Fan-in Systems: The HiFi Approach	2005	CIDR	0.00011155403
2,090	Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams	2005	SIGMOD	9.1894752e-05
2,367	Using Probabilistic Models for Data Management in Acquisitional Environments	2005	CIDR	8.6855754e-05
8,092	Constraint Chaining: On Energy-Efficient Continuous Monitoring in Sensor Networks	2006	SIGMOD	5.488254e-05

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