Title :
Hybrid Traffic Model for Multimedia Network Performance Evaluation
Author :
Barreto, Priscila Solís ; de Carvalho, P.H.P.
Author_Institution :
Univ. of Brasilia, Brasilia
Abstract :
This work proposes a hybrid traffic model for multimedia networks as a fundamental element in a network planning optimization procedure. The proposed model uses a combination of the fBm (fractional Brownian motion) and Markovian traffic characterization procedures combined with link parameters in order to produce more accurate values of QoS metrics. The hybrid traffic model was evaluated in a network scenario that aggregates different traffic types with different combinations of Hurst parameters and variance coefficients. The results show that the QoS metrics calculated with the hybrid traffic model appear to be more accurate than the ones obtained exclusively with the fBm or the Markovian models. With these results, the proposed model appears to be useful in network planning optimization methods. .
Keywords :
Brownian motion; Markov processes; multimedia systems; optimisation; performance evaluation; quality of service; telecommunication traffic; Hurst parameters; Markovian traffic characterization; QoS metrics; fractional Brownian motion; multimedia network; network planning optimization; performance evaluation; Aggregates; Application software; Calculus; Fractals; Multiprotocol label switching; Network topology; Quality of service; Routing; Telecommunication traffic; Traffic control; QoS; metrics; multimedia; traffic characterization;
Conference_Titel :
Advanced Information Networking and Applications - Workshops, 2008. AINAW 2008. 22nd International Conference on
Conference_Location :
Okinawa
Print_ISBN :
978-0-7695-3096-3
DOI :
10.1109/WAINA.2008.187