Sixth International Conference on Computer Communications and Networks (ICCCN '97)
Modeling ATM traffic using stochastic Petri net
Las Vegas, NV
September 22-September 25
ISBN: 0-8186-8186-1
This paper describes a general framework for modeling and analyzing ATM traffic control using the stochastic high level Petri net (SHLPN). The reasons SHLPN is chosen are two fold: it can handle concurrent, asynchronous, nondeterministic and stochastic events; and it provides an intuitive yet efficient mechanism that can decompose a complex model into submodels. In addition, there exists a set of well-developed performance analysis techniques for SHLPN. In order to cope with the well known state space explosion problem, we proposed a novel reduction method which incorporates the bursty characteristic of ATM networks. We show how to apply the SHLPN techniques in modeling and analyzing various ATM mechanisms such as: bursty traffic source and traffic rate control.
Index Terms:
asynchronous transfer mode; stochastic high level Petri net; stochastic events; ATM traffic control modeling; submodels; concurrent events; asynchronous events; nondeterministic events; performance analysis; state space explosion problem; reduction method; ATM networks; bursty traffic source; traffic rate control; multimedia traffic; token condensing
Citation:
Chang Lin, Bo Li, Jianping Wu, "Modeling ATM traffic using stochastic Petri net," icccn, pp.538, Sixth International Conference on Computer Communications and Networks (ICCCN '97), 1997