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Fuzzy modeling and prediction of network traffic fluctuations

Fuzzy modeling and prediction of network traffic fluctuations,10.1109/COMSIG.1994.512434,M. F. Scheffer,J. J. P. Beneke,J. S. Kunicki

Fuzzy modeling and prediction of network traffic fluctuations   (Citations: 2)
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Network management is a real-time observation and control action to optimize the grade of service of a network. More emphasis is being placed on the intelligent automatic exchange for stored program controlled (SPC) systems that are capable of real-time network management. The modeling of traffic characteristics and the prediction of future traffic flow are the first steps to efficient network control and management. This paper presents a fuzzy logic self-learning model and adaptive predictor of traffic now. The results of an application of this predictor on real world telephone links, are shown, and are compared to applications of a math-model and a Kalman-filter predictor
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