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  The investigation of a structured Markovian Traffic Source Model [1 citations — 0 self]

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by Stephen Bates, Steve Mclaughlin
SPG, Dept of electrical and electronic engineering, Univ. of Edinburg, May’95
http://www.ee.ed.ac.uk/~sasg/Papers/95_papers/IFIP_ATM_sb.ps
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Abstract:

The simulation of broadband services has proven to be difficult and this is mainly due to the nature of ATM traffic. One problem involves defining the characteristics of this traffic and adjusting the parameters of a model to match them. In this paper we present a structured Markovian traffic source model and show how its microscopic parameters can be derived from the macroscopic parameters of the traffic. The moments of the cell inter-arrival rate distribution function are calculated in terms of model parameters and we verify that accurate traffic moment estimation is possible. 1

Citations

188 Effective Bandwidth for Multiclass Markov Fluids and other ATM sources – Kesidis, Walrand, et al. - 1993
149 Large Deviation Techniques in Decision, Simulation, and Estimation – Bucklew - 1990
26 Admission control for ATM networks – Hsu, Walrand - 1994
5 A multiservice structured Markovian traffic source model – Anagnostou, Venieris - 1994
4 Modeling to obtain the effective bandwidth of a traffic source in an ATM network – Kesidis - 1994
3 Probability and its Applications for Engineers – Evans - 1992
2 A simplified performance evaluation for bursty multiclass traffic in ATM networks – Akimaru, Okuda, et al. - 1994
2 The appliance of a structured Markovian traffic source model to ATM networks. For submission to the second communication network symposium – Bates, McLaughlin - 1995
1 Dynamic bandwidth allocation for ATM switches. preprint, Febuary – Hsu, Walrand - 1995