Queueing Model Selection and Estimation of Differentiated Services Architecture
Ali Broumandan, N. Rezaee, Mehran Mahramian · 2005
The purpose of this paper is to focus on the adaptive linear model of DiffServ's queues used by controllers such as adaptive model reference and adaptive self-tuning controllers. Such a design makes possible very efficient schedulers in Diffserv architecture to control the delay and loss constraints. In this paper we experiment some methods for real time modeling of DiffServ's queues. These tests include selection of model structure, experiment design, parameter estimation, and validation. As a figure of merit for the effectiveness of adaptive model of DiffServ's queues we use the selected model in an adaptive scheduler