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

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...

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Bibliographic Details
Published in:Computer Communications 1997-12, Vol.20 (15), p.1313-1322
Main Authors: Kumar, G.Prem, Venkataram, P.
Format: Article
Language:English
Subjects:
Access methods and protocols, osi model
AI in networks
Applied sciences
Artificial intelligence
Blackboard architecture
Exact sciences and technology
Integrated network management
Network management
Networks
Telecommunications
Telecommunications and information theory
Teleprocessing networks. Isdn
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Summary: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.
ISSN:0140-3664
1873-703X
DOI:10.1016/S0140-3664(97)00094-7