Constraint Chaining: On Energy-Efficient Continuous Monitoring in Sensor Networks

Summary: CONCH (Constraint Chaining) enables energy-efficient continuous monitoring in sensor networks via local node/edge constraints for global inference and report suppression. Redundancy and uncertainty handling tolerate failures; simulations show favorable energy-cost trade-offs vs baselines. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3749
Venue: SIGMOD
Year: 2006
Pagerank: 4.6072096e-05
Overall Rank: 7,995 | 44.44%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,837	Capturing Data Uncertainty in High-Volume Stream Processing	2009	CIDR	4.9063121e-05
12,429	Data-Driven Processing in Sensor Networks	2007	CIDR	4.1905499e-05
12,467	System Design Issues in Sensor Databases	2007	SIGMOD	4.1905499e-05
12,489	Suppression and Failures in Sensor Networks: A Bayesian Approach	2007	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
1,069	Adaptive Stream Resource Management Using Kalman Filters	2004	SIGMOD	0.00014285617
2,180	Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams	2005	SIGMOD	9.3629304e-05
3,127	Compressing Historical Information in Sensor Networks	2004	SIGMOD	7.5200903e-05

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