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- W2563854236 abstract "Key properties of multimedia traffic are characterized by the great diversity of correlation and burstiness. The authors construct the multimedia traffic by heterogeneous 2-state Markov chains (MC) and allow each 2-state MC to be defined on different transition intervals, representing the diversity of peak access rate from individual sources. Upon time renormalization, the queue is modeled by a multi-dimensional discrete Markov process. Generalizing the technique developed previously the authors are able to construct the entire solution of queue length distributions. It uses a generating function approach. By matrix spectral decomposition, one can decompose the evaluation of each individual vanishing/non-vanishing root. Each vanishing root is used to obtain the queue boundary values; each non-vanishing root constructs a geometric term in the expression of the queue length distribution. It is found that all the vanishing roots must be real and all the complex non-vanishing roots can be ignored. In numerical studies, the authors examine the effect of diverse source access rates and time-varying scales on ATM queues. >" @default.
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- W2563854236 date "1994-02-01" @default.
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- W2563854236 title "Discrete queueing analysis of multimedia traffic with diversity of correlation and burstiness properties" @default.
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