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Neural networks applied to traffic management in telephone networks

Ambrose, Barry E. and Goodman, Rodney M. (1996) Neural networks applied to traffic management in telephone networks. Proceedings of the IEEE, 84 (10). pp. 1421-1429. ISSN 0018-9219. http://resolver.caltech.edu/CaltechAUTHORS:20190409-152840510

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Abstract

In this paper the application of neural networks to some of the network management tasks carried out in a regional Bell telephone company is described. Network managers monitor the telephone network for abnormal conditions and have the ability to place controls in the network to improve traffic flow. Conclusions are drawn regarding the utility and effectiveness of the neural networks in automating the network management tasks.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1109/5.537108DOIArticle
Additional Information:© 1996 IEEE. Manuscript received October 1, 1995; revised February 1, 1996. This work was supported in part by Pacific Bell, the Center for Neuromorphic Systems Engineering (NSF Engineering Research Center Program) Grant EEC-9402726, the California Trade and Commerce Agency, Office of Strategic Technology Grant C94-0165, ARPA/ONR Grant N00014-93-1-0990, and in part by an AFOSR University Research Initiative Grant F49620-93-1-0332.
Funders:
Funding AgencyGrant Number
Pacific BellUNSPECIFIED
Center for Neuromorphic Systems Engineering, CaltechUNSPECIFIED
NSFEEC-9402726
California Trade and Commerce AgencyC94-0165
Office of Naval Research (ONR)N00014-93-1-0990
Air Force Office of Scientific Research (AFOSR)F49620-93-1-0332
Record Number:CaltechAUTHORS:20190409-152840510
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20190409-152840510
Official Citation:B. E. Ambrose and R. M. Goodman, "Neural networks applied to traffic management in telephone networks," in Proceedings of the IEEE, vol. 84, no. 10, pp. 1421-1429, Oct. 1996. doi: 10.1109/5.537108
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:94606
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:09 Apr 2019 22:34
Last Modified:09 Apr 2019 22:34

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