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Artificial intelligence approaches to network management: recent advances and a survey

Kumar, Prem G and Venkataram, P (1997) Artificial intelligence approaches to network management: recent advances and a survey. In: Computer Communications, 20 (15). pp. 1313-1322.

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Official URL: http://dx.doi.org/10.1016/S0140-3664(97)00094-7


With increased number of new services and users being added to the communication network, management of such networks becomes crucial to provide assured quality of service. Finding skilled managers is often a problem. To alleviate this problem and also to provide assistance to the available network managers, network management has to be automated. Many attempts have been made in this direction and it is a promising area of interest to researchers in both academia and industry. In this paper, a review of the management complexities in present day networks and artificial intelligence approaches to network management are presented. Published by Elsevier Science B.V.

Item Type: Journal Article
Publication: Computer Communications
Publisher: Elsevier Science
Additional Information: Copyright of this article belongs to Elsevier Science.
Keywords: Network management;Artificial intelligence;AI in networks; Integrated network management;Blackboard architecture
Department/Centre: Division of Electrical Sciences > Electrical Communication Engineering
Date Deposited: 10 Jun 2011 04:35
Last Modified: 10 Jun 2011 04:35
URI: http://eprints.iisc.ac.in/id/eprint/38234

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