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: 3748
Venue: SIGMOD
Year: 2006
Pagerank: 4.611631e-05
Overall Rank: 7,991 | 44.41%
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
6,838	Capturing Data Uncertainty in High-Volume Stream Processing	2009	CIDR	4.9109732e-05
12,420	Data-Driven Processing in Sensor Networks	2007	CIDR	4.1945683e-05
12,458	System Design Issues in Sensor Databases	2007	SIGMOD	4.1945683e-05
12,480	Suppression and Failures in Sensor Networks: A Bayesian Approach	2007	VLDB	4.1945683e-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
1,045	Adaptive Stream Resource Management Using Kalman Filters	2004	SIGMOD	0.00014472777
2,178	Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams	2005	SIGMOD	9.3559565e-05
3,121	Compressing Historical Information in Sensor Networks	2004	SIGMOD	7.5271941e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,178	Tributaries and Deltas: Efficient and Robust Aggregation in Sensor Network Streams	2005	SIGMOD	9.3559565e-05
12,270	Dynamic Join Optimization in Multi-Hop Wireless Sensor Networks	2010	VLDB	4.1945683e-05
1,640	Communication-Efficient Distributed Monitoring of Thresholded Counts	2006	SIGMOD	0.0001104808
12,480	Suppression and Failures in Sensor Networks: A Bayesian Approach	2007	VLDB	4.1945683e-05
477	Model-Driven Data Acquisition in Sensor Networks	2004	VLDB	0.00022221803
12,338	A Wavelet Transform for Efficient Consolidation of Sensor Relations with Quality Guarantees	2009	VLDB	4.1945683e-05
3,121	Compressing Historical Information in Sensor Networks	2004	SIGMOD	7.5271941e-05
12,220	Processing Continuous Join Queries in Sensor Networks: a Filtering Approach	2010	SIGMOD	4.1945683e-05
12,420	Data-Driven Processing in Sensor Networks	2007	CIDR	4.1945683e-05
5,488	Energy-Efficient Monitoring of Extreme Values in Sensor Networks	2006	SIGMOD	5.4782627e-05