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Distributed intelligent management of active networks

Di Fatta, G., Gaglio, S., Lo Presti, G., Lo Re, G. and Selvaggio, I. (2003) Distributed intelligent management of active networks. Lecture Notes in Computer Science, 2829/2003. pp. 312-323. ISSN 0302-9743

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To link to this article DOI: 10.1007/978-3-540-39853-0_26

Abstract/Summary

This paper focuses on improving computer network management by the adoption of artificial intelligence techniques. A logical inference system has being devised to enable automated isolation, diagnosis, and even repair of network problems, thus enhancing the reliability, performance, and security of networks. We propose a distributed multi-agent architecture for network management, where a logical reasoner acts as an external managing entity capable of directing, coordinating, and stimulating actions in an active management architecture. The active networks technology represents the lower level layer which makes possible the deployment of code which implement teleo-reactive agents, distributed across the whole network. We adopt the Situation Calculus to define a network model and the Reactive Golog language to implement the logical reasoner. An active network management architecture is used by the reasoner to inject and execute operational tasks in the network. The integrated system collects the advantages coming from logical reasoning and network programmability, and provides a powerful system capable of performing high-level management tasks in order to deal with network fault.

Item Type:Article
Refereed:Yes
Divisions:Faculty of Science > School of Systems Engineering
ID Code:6148
Uncontrolled Keywords:automated reasoning, distributed intelligent Systems, network management, situation calculus - Network Management. Distributed Intelligent Systems - Automated Reasoning - Situation Calculus
Additional Information:Proceedings of the AI*IA Conference 2003, Pisa, Italy
Publisher:Springer
Publisher Statement:The original publication is available at www.springer.com/lncs

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