An intelligent Quality of Service brokering model for e-commerce

被引：5
|
作者：
Ajayi, A. O. [1 ]
Aderounmu, G. A. [1 ]
Soriyan, H. A. [1 ]
David, Amos
机构：
[1] Obafemi Awolowo Univ, Dept Comp Sci & Engn, Ife, Nigeria
来源：
EXPERT SYSTEMS WITH APPLICATIONS | 2010年 / 37卷 / 01期
关键词：
User-perceived response time; Fuzzy logic; System resources; Network traffic; Throughput; Bandwidth; QOS;
D O I：
10.1016/j.eswa.2009.05.103
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A fuzzy logic based Quality of Service (QoS) brokering model for e-commerce to manage system and network resources is presented in this study. This model takes into consideration limited bandwidth between clients and their Internet Service Providers; and similarly the client's system capabilities. The QoS brokering system was modelled, developed, and simulated using Matlab 7.0. Its performance was evaluated using two QoS performance metrics namely the response time and the throughput. The proposed QoS brokering model is simple to implement as well as robust due to the nature of fuzzy controller. Simulation results of the proposed QoS brokering system demonstrate the effectiveness of the model in managing resources optimally and also improving the user-perceived QoS of e-commerce application. (C) 2009 Published by Elsevier Ltd.
引用
收藏
页码：816 / 823
页数：8
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