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Istituto di Scienza e Tecnologie dell'Informazione     
Amato G., Chessa S., Vairo C. Optimizing network-side queries with timestamp-join in wireless sensor networks. In: IECON 2009 - 35th Annual Conference of the IEEE Industrial Electronic Society (Porto, 3-5 November 2009). Proceedings, pp. 2653 - 2658. IEEE, 2009.
 
 
Abstract
(English)
This paper proposes a new method for optimizing in-network distributed queries that perform join of data produced simultaneously by different sensors in a wireless sensor network. We adopt a modified version of the standard join operator that relates tuples having the same timestamp, and an optimized version of it, which provides on-demand, pull-mode, data acquisition from sensors. The optimizer uses an algebraic approach based on transformation rules and ordering of operators to generate and chose a query plan that reduces the query execution cost in terms of consumed energy. We implemented these join operations in a query processor for mica-class sensors and we performed extensive tests to prove that our approach may reduce energy required to process a long running query, by order of magnitudes, with respect to non optimized query plans.
URL: http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5415256&queryText%3DOptimizing+network-side+queries+with+timestamp-join+in+wireless+sensor+networks%26openedRefinements%3D*%26searchField%3DSearch+All
DOI: 10.1109/IECON.2009.5415256
Subject Wireless sensor networks
C.2.1 Network Architecture and Design.Wireless communication


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