A Framework for Web Proxy Cache Replacement Based on SVMs
The continuing growth of the web applications can lead to overload web servers and congestion on the Internet backbone. Proxy caches are often used to reduce this burden. In this paper, a novel approach to web proxy cache replacement is presented. Unlike previous approaches, this work utilizes SVMs for replacement decisions, which essentially are a twoclass classification problem for cache documents (discarded or remained) with complex features. The SVMs are given information about cache documents known to be important in web proxy caching as input and SVMs output is used to guide cache documents replacement.
SVMs(Support Vector Machines) cache replacem-ent web cache optimal algorithm
LiyueLiu Zhaohua Huang
School of Software Engineering East China Jiaotong University Nanchang 330013, China
国际会议
太原
英文
430-433
2011-02-26（万方平台首次上网日期，不代表论文的发表时间）