WSEAS Transactions on Circuits and Systems
Print ISSN: 1109-2734, E-ISSN: 2224-266X
Volume 13, 2014
Online Data Stream Mining in Distributed Sensor Network
Authors: ,
Abstract: Amount of end devices like sensors produce a much bigger amount of data. Collecting, transmitting and centrally processing amount of data from amount of devices is problematic. This paper deals with ways of reducing communication and distributed processing of data. With help of data mining and processing over real time stream of data we design an algorithm. This algorithm is based on data mining techniques, which we use to find important changes in the monitored environment. After finding interesting changes in the raw of data, the algorithm uses classification to create event in network which will share the new detected information. For communication we used Service Oriented architecture (SOA) and REST, which is described in designed architecture.
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Keywords: Data mining, distributed network of sensors, entropy, monitoring system, sensor motes, Service Orientated Architecture (SOA)
Pages: 412-421
WSEAS Transactions on Circuits and Systems, ISSN / E-ISSN: 1109-2734 / 2224-266X, Volume 13, 2014, Art. #44