Applications of artificial intelligence for meeting network management challenges in the 1990s

Author

Cebulka, Kathleen D. ; Muller, Michael J. ; Riley, Chrsitine A.

Author_Institution

Bellcore, Piscataway, NJ, USA

fYear

1989

fDate

27-30 Nov 1989

Firstpage

501

Abstract

The authors describe the prototype application of selected techniques from artificial intelligence to selected network management problems. One software prototype supports tactical planning activities using knowledge-based system techniques. A second software prototype applies heuristic search techniques to a network design problem. The authors discuss possible applications of neural network techniques to switch message diagnosis

Keywords

artificial intelligence; fault location; knowledge based systems; neural nets; telecommunication network management; artificial intelligence; heuristic search techniques; knowledge-based system techniques; network design problem; network management problems; neural network techniques; prototype application; switch message diagnosis; tactical planning activities; Application software; Artificial intelligence; Intelligent networks; Knowledge based systems; Knowledge management; Project management; Prototypes; Software prototyping; Switches; Technology management;

fLanguage

English

Publisher

ieee

Conference_Titel

Global Telecommunications Conference and Exhibition 'Communications Technology for the 1990s and Beyond' (GLOBECOM), 1989. IEEE

Conference_Location

Dallas, TX

Type

conf

DOI

10.1109/GLOCOM.1989.64022

Filename

64022