Title :
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
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;
Conference_Titel :
Global Telecommunications Conference and Exhibition 'Communications Technology for the 1990s and Beyond' (GLOBECOM), 1989. IEEE
Conference_Location :
Dallas, TX
DOI :
10.1109/GLOCOM.1989.64022
