A Systematic Performance Evaluation Method for a Discrete-Time Tandem Network

摘要：

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.

关键词： Discrete-time Markov-modulated Bernoulli process (MMBP) decomposition parameter fitting algorithm

作者: CHENG-CHING PENG HUEI-WEN FERNG

作者单位: Department of Computer Science and Information Engineering, Taipei 106, Taiwan National Taiwan University of Science and Technology, Taipei 106, Taiwan

会议类型: 国际会议

会议名称: 2008 International Conference on Machine Learning and Cybernetics(2008机器学习与控制论国际会议)

会议地点: 昆明

会议语种:英文

页码: 3118-3124

在线出版日期: 2008-07-12（万方平台首次上网日期，不代表论文的发表时间）