Traffic analysis in large-scale high-speed integrated networks: validation of nodal decomposition approach

Abstract

The conditions under which nodal decomposition can be applied for networkwide, multimedia traffic analysis are determined. Through extensive simulation studies of individual departure source characteristics and intersource cross-correlation at the output side of a network node, the nodal decomposition approach is validated for large-scale high-speed, integrated networks. Both homogeneous and heterogeneous traffic environments in which individual sources are modeled as various two-state/multiple-state Markov-modulated processes are considered. By applying the validated nodal decomposition approach, the problem of analyzing the performance of a multimedia network as a whole becomes tractable. Each ATM node is modeled by a queue with infinite buffers and a deterministic server.