DocumentCode :
476265
Title :
A systematic performance evaluation method for a discrete-time tandem network
Author :
Peng, Cheng-ching ; Ferng, Huei-Wen
Author_Institution :
Dept. of Comput. Sci. & Inf. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei
Volume :
6
fYear :
2008
fDate :
12-15 July 2008
Firstpage :
3118
Lastpage :
3124
Abstract :
A simple and systematic method mainly composed of a decomposition technique and a parameter fitting algorithm is proposed in this paper to get end-to-end performance measures for a discrete-time tandem network with inputs of two-state Markov-modulated Bernoulli processes (MMBPs). To validate the proposed method, several experiments are conducted. We show that the proposed method has good accuracy in performance evaluation for such a tandem network in terms of delay, delay variance, and packet loss probability.
Keywords :
Markov processes; probability; queueing theory; Markov-modulated Bernoulli processes; decomposition technique; delay variance; discrete-time tandem network; packet loss probability; parameter fitting algorithm; queueing system; systematic performance evaluation method; Application software; Computer applications; Computer networks; Computer science; Cybernetics; Electronic mail; Machine learning; Performance loss; Telecommunication traffic; Traffic control; Discrete-time; Markov-modulated Bernoulli process (MMBP); algorithm; decomposition; parameter fitting;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
Type :
conf
DOI :
10.1109/ICMLC.2008.4620944
Filename :
4620944
Link To Document :
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