Automated compositional Markov chain generation for a plain-old telephone system

Obtaining performance models, like Markov chains and queueing networks, for systems of significant complexity and magnitude is a difficult task that is usually tackled using human intelligence and experience. This holds in particular for performance models of a highly irregular nature. In this paper we argue by means of a non-trivial example -- a plain-old telephone system (POTS) -- that a stochastic extension of process algebra can diminish these problems by permitting an automatic generation of Markov chains. We introduce a stochastic process algebra that separates the advance of time and action occurrences. For the sake of specification convenience we incorporate an elapse operator that allows the modular description of time constraints where delays are described by continuous phase-type distributions. Using this language we provide a formal specification of the POTS and show how a stochastic process of more than 107 states is automatically obtained from this system description. Fi...

• Type: Journal
• Year: 2000
• Where: SCP
• Authors: Holger Hermanns, Joost-Pieter Katoen
• Keywords: Markov Chain, Performance Models, SCP 2000, Stochastic Process