Abstract
In this work we present an intelligent system implemented with a hybrid technique that aims to resolve the problem of traffic control in Asynchronous Transfer Mode (ATM) networks. In this system, fuzzy and neural techniques are combined to obtain a policing mechanism simple enough to be cost-effective and with a performance hugely better than the traditional ones. The UPC proposed is very fast, has a high selectivity and presents an immediate hardware implementation.
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References
PARK, Y. and LEE G., “Applications of Neural Networks in High-Speed Communication Networks”, IEEE Communications Magazine, pp. 68–74, October 1995.
ITU-T, Recommendation 1.371-Traffic control and congestion control in B-ISDN, Geneve, 1996.
RATHGEB, E., “Modelling and performance comparison of policing mechanism for ATM networks”, IEEE Journal on Selected Areas in Communications, vol. 9, n. 3, pp. 325–334, 1991.
HLUCHYJ M.G., and Yin, N., “A second-order Leaky Bucket Algorithm to Guarantee QoS in ATM Networks”, Proceedings of GLOBECOM 96, vol. 2, pp. 1090–1096, London, 1996.
NDOUSSE, T. D., “Fuzzy neural control of voice cells in ATM networks”, IEEE Journal on Selected Areas in Communications, vol. 12, n. 9, pp. 1488–1494, 1994.
CATANIA, V., FICILI, G., PALAZZO, S. and PANNO, D., “A comparative analysis of fuzzy versus conventional poling mechanism for ATM networks”, IEEE/ACM Transactions on Networking, vol. 4, n. 3, pp. 449–459, 1996.
GARCÍA, C., TRUJILLo, F. D., CALISTI, A., DIAZ, A., and SANDOVAL, F., “Funciones UPC para tráfico VBR baladas en tdcnicas de inteligencia artificial”, Proceedings of JITEL'97, pp. 119–127, Bilbao, September 1997.
RUMELHART, D., HINTON, G. y WILLIAMS, R., “Learning internal representations by error propagation”, in Parallel distributed processing: exploration in the microstructure of cognition, (Rumelhart, D.E. and McClelland, J.L., Eds.), MIT Press, pp. 318–362, 1986.
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© 1998 Springer-Verlag
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Calisti, A.R., Trujillo Aguilera, F.D., Díaz Estrella, A., Sandoval Hernández, F. (1998). Intelligent policing function for ATM networks. In: Mira, J., del Pobil, A.P., Ali, M. (eds) Methodology and Tools in Knowledge-Based Systems. IEA/AIE 1998. Lecture Notes in Computer Science, vol 1415. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-64582-9_752
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DOI: https://doi.org/10.1007/3-540-64582-9_752
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