By Demetres D. Kouvatsos (eds.)
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Extra info for ATM Networks: Performance Modelling and Evaluation
A Stable Recursion for the Steady State Vector in Markov Chains of M/G/1 Type, Comm. - Stochastic Models, 1988, Vol. No. 183-188. l\1. Lucantoni, New Results on the Single Server Queue with a Batch Markovian Arrival Process, Comm. - Stochastic Models, 1991, Vol. No. 1-46. au 93] Wing-cheong Lau, San-qi Li, Traffic Analysis in Large-Scale High-Speed Integrated Networks: Validation of Nodal Decomposition Approach, Proceedings of IEEE INFOCOM '93, 1993. BIOGRAPHY Bose. : Prof. D. ' Brook in 1980. He was with the Corporate RD of the General Electric Co.
However there has been little research, (except (lau 93]) in validating this assumption. In (lau 93], the authors attempted the problem of validation of "Nodal decomposition" approach through extensive simulations. Both homogeneous as well as heterogeneous ON-OFF sources are considered to study the input-to-output distortion in individual traffic source as a function of peak rate of each source and overall load factor. The authors also studied the cross-correlations amongs the output sources. This paper summarily reports two conditions under which nodal decomposition can be applied in network-wide performance modeling.
Typical such properties fitted to are moments and correlations of inter arrival times and of the number of arrivals within intervals of length t. We have considered four such methods, Rossiter (1987} (MR}, Heffes et al. (1986} (HL), Gusella (1991} (RG}, and Park et al. (1994} (DP}. The three former are developed for and applied to MMPPs with 8 = 2 states and the latter to MMBPs with 8 = 2 states. Indirect Metrics Fitting Indirect metrics fitting means that the observed process is first transformed into another process which is then dealt with as for direct metrics fitting.
ATM Networks: Performance Modelling and Evaluation by Demetres D. Kouvatsos (eds.)