Distributed regression: an efficient framework for modeling sensor network data
Proceedings of the 3rd international symposium on Information processing in sensor networks
TinyDB: an acquisitional query processing system for sensor networks
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
Temporal management of RFID data
VLDB '05 Proceedings of the 31st international conference on Very large data bases
System software techniques for low-power operation in wireless sensor networks
ICCAD '05 Proceedings of the 2005 IEEE/ACM International conference on Computer-aided design
Platform based design for wireless sensor networks
Mobile Networks and Applications
A prediction error-based hypothesis testing method for sensor data acquisition
ACM Transactions on Sensor Networks (TOSN)
The emergence of networking abstractions and techniques in TinyOS
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
NSDI'04 Proceedings of the 1st conference on Symposium on Networked Systems Design and Implementation - Volume 1
Beacon vector routing: scalable point-to-point routing in wireless sensornets
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
Model-driven data acquisition in sensor networks
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Data sampling control, compression and query in sensor networks
International Journal of Sensor Networks
ACM Transactions on Sensor Networks (TOSN)
Reducing false reads in RFID-embedded supply chains
Journal of Theoretical and Applied Electronic Commerce Research
Integrating standardized transaction protocols in service-oriented wireless sensor networks
Proceedings of the 2009 ACM symposium on Applied Computing
A flexible and scalable message broker for sensor network integration
Proceedings of the Fourth International ICST Conference on COMmunication System softWAre and middlewaRE
Query-enabled sensor networks using the cyclic symmetric wakeup design
Wireless Networks
Practical data compression in wireless sensor networks: A survey
Journal of Network and Computer Applications
Energy-Efficient multi-query optimization over large-scale sensor networks
WASA'06 Proceedings of the First international conference on Wireless Algorithms, Systems, and Applications
Data sampling control and compression in sensor networks
MSN'05 Proceedings of the First international conference on Mobile Ad-hoc and Sensor Networks
In-Network join processing for sensor networks
APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development
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With the advent of small, battery-powered, wireless computing and sensing technology, it is now possible to monitor and observe the world at unprecedented levels of granularity. Networks of such devices typically consist of tens or hundreds of small, power constrained nodes deployed in remote locations which they are expected to monitor for months or years at a time. Such networks present significant new opportunities for the data management community. In this dissertation, we summarize the issues and opportunities associated with collecting and processing information from these wireless sensor networks, focusing on the performance and ease-of-use advantages of a declarative, query-based approach. We present the architecture of a query processing system and design of a query language specifically tailored towards power-efficient acquisition and in-network processing of sensor data, with a focus on issues related to minimizing unnecessary communication and sensing. We present many of these ideas in the context of TinyDB, a prototype database system which runs on networks of Berkeley Motes, and evaluate them using both performance micro-benchmarks and measurements from real-world deployments.