In this paper, we investigate the deployment of mobile software agents in the field of distributed data mining in wireless sensor networks. The paper provides a survey of various current mobile software agents based Distributed Data Mining systems like BODHI, PADMA, Papyrus, JAM, InfoSleuth and DKN and discusses their salient features. Flexibility and autonomy of mobile software agents make them a suitable tool for software deployment in wireless sensor networks. We then discuss the deployment of mobile software agents on two popular sensor architectures Crossbow Mica2 motes and Sun SPOT. The limitation of the Sun SPOT environment in supporting mobile software agents due to the absence of serializable interface on Sun SPOTs is discussed. The common pitfalls while deploying mobile software agents using Agilla agent framework on Crossbow motes are also discussed.

Deploying mobile software agents for distributed data mining on wireless sensor networks: A comparative analysis

Cuzzocrea Alfredo;
2012

Abstract

In this paper, we investigate the deployment of mobile software agents in the field of distributed data mining in wireless sensor networks. The paper provides a survey of various current mobile software agents based Distributed Data Mining systems like BODHI, PADMA, Papyrus, JAM, InfoSleuth and DKN and discusses their salient features. Flexibility and autonomy of mobile software agents make them a suitable tool for software deployment in wireless sensor networks. We then discuss the deployment of mobile software agents on two popular sensor architectures Crossbow Mica2 motes and Sun SPOT. The limitation of the Sun SPOT environment in supporting mobile software agents due to the absence of serializable interface on Sun SPOTs is discussed. The common pitfalls while deploying mobile software agents using Agilla agent framework on Crossbow motes are also discussed.
9780769549156
Software
Artificial Intelligence
Computer Science Applications1707 Computer Vision and Pattern Recognition
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/20.500.11770/312713
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