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Acceptance-rejection methods for generating random variates from matrix exponential distributions and rational arrival processes (abstract only)

Published: 09 April 2012 Publication History

Abstract

Stochastic models based on matrix exponential structures, like matrix exponential distributions and rational arrival processes, have gained popularity in analytical models recently. However the application of these models in simulation based evaluations is not as widespread yet. One of the possible reasons is the lack of efficient random variates generation methods. In this paper we propose methods for efficient random variates generation for matrix exponential stochastic models based on appropriate representations of the models.

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cover image ACM SIGMETRICS Performance Evaluation Review
ACM SIGMETRICS Performance Evaluation Review  Volume 39, Issue 4
March 2012
134 pages
ISSN:0163-5999
DOI:10.1145/2185395
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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 09 April 2012
Published in SIGMETRICS Volume 39, Issue 4

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