An intelligent and integrated system of network fault management: artificial intelligence technologies and hybrid architectures

Author

Jiang, Shanliang ; SIBONI, Didier ; Rhissa, Anasser Ag ; Beuchot, Gérard

Author_Institution

Inst. Nat. des Telecommun., Evry, France

fYear

1995

fDate

3-7 Jul 1995

Firstpage

265

Lastpage

268

Abstract

Expert systems have been successfully introduced into network management for some years. But they have showed some limits in coping with the evolution of network configurations and poor expertise which is characteristic of this domain. We propose, in this paper, an intelligent and integrated fault management system, by studying different artificial intelligence techniques such as model-based expert systems, neural networks, case-based reasoning, which could be used in special tasks in network fault management. Hybrid architectures are also studied to integrate this different techniques into a global management system

Keywords

case-based reasoning; expert systems; fault diagnosis; neural nets; telecommunication computing; telecommunication network management; telecommunication network reliability; artificial intelligence technologies; case-based reasoning; global management system; hybrid architectures; intelligent integrated system; model-based expert systems; network configurations; network fault management; neural networks; Artificial intelligence; Artificial neural networks; Expert systems; Hybrid intelligent systems; Intelligent networks; Intelligent systems; Quality management; Quality of service; Technology management; Telecommunications;

fLanguage

English

Publisher

ieee

Conference_Titel

Networks, 1995. Theme: Electrotechnology 2000: Communications and Networks. [in conjunction with the] International Conference on Information Engineering., Proceedings of IEEE Singapore International

Print_ISBN

0-7803-2579-6

Type

conf

DOI

10.1109/SICON.1995.526059

Filename

526059