2002 | OriginalPaper | Buchkapitel
M/G/1-Type Markov Processes: A Tutorial
verfasst von : Alma Riska, Evgenia Smirni
Erschienen in: Performance Evaluation of Complex Systems: Techniques and Tools
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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M/G/1-type processes are commonly encountered when modeling modern complex computer and communication systems. In this tutorial, we present a detailed survey of existing solution methods for M/G/1-type processes, focusing on the matrix-analytic methodology. From first principles and using simple examples, we derive the fundamental matrix-analytic results and lay out recent advances. Finally, we give an overview of an existing, state-of-the-art software tool for the analysis of M/G/1-type processes.