Wavelets and subband coding
Wireless integrated network sensors
Communications of the ACM
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SODA '03 Proceedings of the fourteenth annual ACM-SIAM symposium on Discrete algorithms
An evaluation of multi-resolution storage for sensor networks
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Inferring Activities from Interactions with Objects
IEEE Pervasive Computing
TAG: a Tiny AGgregation service for Ad-Hoc sensor networks
OSDI '02 Proceedings of the 5th symposium on Operating systems design and implementationCopyright restrictions prevent ACM from being able to make the PDFs for this conference available for downloading
TSAR: a two tier sensor storage architecture using interval skip graphs
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DTN routing as a resource allocation problem
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A new in-network data reduction mechanism to gather data for mining wireless sensor networks
Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
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Proceedings of the 2007 ACM workshop on Storage security and survivability
SBBD '08 Proceedings of the 23rd Brazilian symposium on Databases
PRESTO: feedback-driven data management in sensor networks
IEEE/ACM Transactions on Networking (TON)
Information storage, reduction and dissemination in sensor networks: a survey
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
Towards in-network data prediction in wireless sensor networks
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SafeQ: secure and efficient query processing in sensor networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Complex Event Detection in Extremely Resource-Constrained Wireless Sensor Networks
Mobile Networks and Applications
Privacy- and integrity-preserving range queries in sensor networks
IEEE/ACM Transactions on Networking (TON)
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Supporting historic queries in sensor networks with flash storage
Information Systems
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We describe PRESTO, a predictive storage architecture for emerging large-scale, hierarchical sensor networks. In contrast to existing techniques, PRESTO is a proxy-centric architecture, where tethered proxies balance the need for interactive querying from users with the energy optimization needs of the remote sensors. The main novelty in this work lies in extensive use of predictive techniques that are a natural fit to the correlated behavior of the physical world. PRESTO exploits technology trends in storage to build an architecture that emphasizes archival at remote sensors and intelligent caching at proxies. The system also addresses user needs for querying such sensor networks by exposing a unified, easy to use data abstraction across numerous proxies and remote sensors.