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APPLICATION OF IPA TO THE SENSITIVITY ANALYSIS OF THE LEAKY-BUCKET FILTER WITH STATIONARY GRADUAL INPUT

Published online by Cambridge University Press:  01 April 2000

Naoto Miyoshi
Naoto Miyoshi
Affiliation:
Department of Mathematical and Computing Sciences, Tokyo Institute of Technology, Tokyo 152-8552, Japan, E-mail: miyoshi@is.titech.ac.jp
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Abstract

We investigate the sensitivity of the leaky-bucket filter, which is known as a traffic-shaping mechanism of source traffic entering an ATM network. Adopting the gradual input source model and using the infinitesimal perturbation analysis, we derive the strongly consistent estimators for the gradients of mean cell delay and a smoothness index of output process with respect to the design parameters of the system. Simulation results show the validity of our estimators.

Type
Research Article
Information
Probability in the Engineering and Informational Sciences , Volume 14 , Issue 2 , April 2000 , pp. 219 - 241
Copyright
© 2000 Cambridge University Press

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