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Integrating Mobile Agents and Neural Networks for Proactive Management
Zitatschlüssel HerrmannGeihs:2001:AgentsandNeuralNetworks
Autor Klaus Herrmann and Kurt Geihs
Buchtitel IFIP International Working Conference on Distributed Applications and Interoperable Systems (DAIS 01)
Seiten 203–216
Jahr 2001
Adresse Krakow, Poland
Verlag Chapman-Hall
Zusammenfassung The management of modern computer networks and distributed systems comprises big challenges due to the complexity of nowadays network environments. It requires a decentralized approach in order to be efficient, effective, scalable, and flexible. Moreover, it has to be proactive since identifying and preventing problems before they affect users becomes increasingly important. Several research projects have identified mobile agents as a possible solution for decentralized management, while others have used neural networks to make predictions and achieve proactiveness. We propose a management system which integrates both technologies to achieve proactiveness in a decentralized fashion. The result is a distributed management system that employs intelligent mobile components. This paper discusses our approach and presents the design and implementation of a prototype application that puts the proposed ideas to practice.
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