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Conceptual and analytical models for predicting the quality of service of overall telecommunication systems
This chapter presents scalable conceptual and analytical performance
models of overall telecommunication systems, allowing the prediction of multiple
Quality of Service (QoS) indicators as functions of the user- and network
behavior. Two structures of the conceptual presentation are considered and an
analytical method for converting the presentations, along with corresponding
additive and multiplicative metrics, is proposed. A corresponding analytical
model is elaborated, which allows the prediction of flow-, time-, and traffic characteristics
of terminals and users, as well as the overall network performance. In
accordance with recommendations of the International Telecommunications
Union’s Telecommunication Standardization Sector (ITU-T), analytical expressions
are proposed for predicting four QoS indicators. Differentiated QoS indicators
for each subservice, as well as analytical expressions for their prediction,
are proposed. Overall pie characteristics and their causal aggregations are
proposed as causal-oriented QoS indicators. The results demonstrate the ability
of the model to facilitate a more precise dynamic QoS management as well as to
serve as a source for predicting some Quality of Experience (QoE) indicators