Title :
Research on Web QoS Control Strategy Based on User Behaviour
Author :
Xiaolei Guo ; Zhiguang Shan ; Cong Wang
Author_Institution :
Center for Intell. Sci. & Technol. Res., Beijing Univ. of Posts & Telecommun., Beijing
Abstract :
This paper proposes a new Web QoS control strategy based on user behavior. Web QoS control strategy mainly include request classification, admission control, content adaptation technologies. The approach we take to Web QoS control first analyzes user access factors in request classification, admission control, and content self-adaptive strategies of Web QoS control mechanism, and then proposes user classification and content classification based on behavior analysis. In user classification, we take KNN algorithm to classify users´ click-stream sequence, and experiment results show that our method can achieve satisfactory effect of classification.
Keywords :
Internet; quality of service; telecommunication congestion control; KNN algorithm; Web QoS control strategy; admission control; click-stream sequence; content adaptation; content classification; content self-adaptive strategies; request classification; user behaviour; user classification; Admission control; Control systems; Load management; Network servers; Quality of service; Resource management; Service oriented architecture; Telecommunication control; Web server; Web services;
Conference_Titel :
Web-Age Information Management, 2008. WAIM '08. The Ninth International Conference on
Conference_Location :
Zhangjiajie Hunan
Print_ISBN :
978-0-7695-3185-4
Electronic_ISBN :
978-0-7695-3185-4
DOI :
10.1109/WAIM.2008.93