Real Time Autonomous Expert Systems in Network Management

Describes an approach to real‐time expert systems for integrated network management. Presents an overview of expert systems technology, proceeding to develop the requirements for a real‐time system in network management. Describes a system being developed (1989) by Pacific Bell. Describes NETREX, a prototype real‐time system, aimed at automatically maintaining Pacific Bell′s internal data networks. Concentrates on an application for solving problems with travel tickets in real time.

[1]  Paul H. Callahan,et al.  An engineering approach to model-based troubleshooting in communication networks , 1988, IEEE J. Sel. Areas Commun..

[2]  S. Thanawastien,et al.  SIMNETMAN: an expert workstation for designing rule-based network management systems , 1988, IEEE Network.

[3]  M.T. Sutter,et al.  Designing expert systems for real-time diagnosis of self-correcting networks , 1988, IEEE Network.

[4]  C. R. Dhas,et al.  Knowledge-Based, Systems for Communications , 1987 .

[5]  William R. Nelson,et al.  REACTOR: An Expert System for Diagnosis and Treatment of Nuclear Reactor Accidents , 1982, AAAI.

[6]  Rodney M. Goodman,et al.  High-capacity exponential associative memories , 1988, IEEE 1988 International Conference on Neural Networks.

[7]  A. Rau-Chaplin,et al.  DAD: a real-time expert system for monitoring of data packet networks , 1988, IEEE Network.

[8]  I.A. Ferguson,et al.  Knowledge structures for communications networks design and sales , 1988, IEEE Network.

[9]  Padhraic Smyth,et al.  Information-Theoretic Rule Induction , 1988, ECAI.

[10]  Padhraic Smyth,et al.  Decision tree design from a communication theory standpoint , 1988, IEEE Trans. Inf. Theory.

[11]  Tzi-Dar Chiueh,et al.  Learning algorithms for neural networks with ternary weights , 1988, Neural Networks.

[12]  T.E. Marques A symptom-driven expert system for isolating and correcting network faults , 1988, IEEE Communications Magazine.

[13]  Shri K. Goyal,et al.  Compass: an expert system for telephone switch maintenance , 1985 .