MEAN-VALUE ANALYSIS OF STOCHASTIC PETRI NETS

Authors
Citation
M. Sereno et G. Balbo, MEAN-VALUE ANALYSIS OF STOCHASTIC PETRI NETS, Performance evaluation, 29(1), 1997, pp. 35-62
Citations number
30
Categorie Soggetti
Computer Sciences","Computer Science Hardware & Architecture","Computer Science Theory & Methods
Journal title
ISSN journal
01665316
Volume
29
Issue
1
Year of publication
1997
Pages
35 - 62
Database
ISI
SICI code
0166-5316(1997)29:1<35:MAOSPN>2.0.ZU;2-T
Abstract
In this paper we present a Mean Value Analysis (MVA) algorithm for the computation of performance measures in Product Form Solution Stochast ic Petri Nets. Basic to the derivation of this algorithm are recursive expressions for the performance indices that are a non-trivial genera lization of those derived for the MVA of multiple class product form q ueueing networks. In this paper we give a formal derivation of several recursive relations as well as details on their implementation. The a dvantage that MVA provides for the development of approximation techni ques is also investigated and a first method that gives satisfactory r esults is presented. A few basic examples are evaluated with the techn iques discussed in this paper to show the advantages of this approach.