Transient analysis of Markov modulated processes with Erlangization, ME-fication and inverse Laplace transformation

Abstract

Abstract The paper investigates the relation of random clock based and numerical inverse Laplace transformation based transient analysis of Continuous time Markov chains (CTMCs) and Markov fluid models (MFMs) and proves that these methods are identical. This identity leads to new intuitive understanding about the analysis approaches.