A matrix algorithm for Web Cache Pre-fetching

被引：1
作者：
Feng, Wenying [1 ]
Chen, Hua [1 ]
机构：
[1] Trent Univ, Dept Comp Sci Studies, Peterborough, ON K9J 7B8, Canada
来源：
6TH IEEE/ACIS INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE, PROCEEDINGS | 2007年
关键词：
Web Cache; LRU; machine learning; matrix; Pre-fetching;
D O I：
10.1109/ICIS.2007.28
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we present a new Web Cache Pre-fetching scheme, the matrix algorithm. Our method is simple to implement and adopts the idea of machine learning into caching systems. To develop the simulation program, we propose and implement a topic request model on the client side that is also by matrix application. Results from the simulation show that our new algorithm significantly improves cache performance measured by hit rates.
引用
收藏
页码：788 / +
页数：2
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