期刊文献+

基于决策树分类的智能缓存模型研究

Intelligent model of Web cache based decision tree classification
下载PDF
导出
摘要 Web缓存技术是互联网提升访问性能的有效手段。构建了基于决策树的智能缓存数据挖掘模型,通过数据建模、NextAccess的离散化、构造决策树所用的观察属性集和权重,从而对数据进行缓存处理。实验证明其性能得到了优化。 Web cache performance of the Internet to enhance access to effective means, we construct the decision tree based data mining model of intelligent caching, through data modeling, NextAccess discretization of the observation used in constructing a decision tree and the weight set of attributes, so the data Caching. Experiments show that performance has been optimized.
作者 范新灿
出处 《微型机与应用》 2011年第6期11-13,共3页 Microcomputer & Its Applications
关键词 WEB缓存 决策树 替换算法 Web cache Decision Tree replacement algorithm
  • 相关文献

参考文献4

  • 1邓磊,陈志刚,黄键,邱亮.基于AOP的智能Web缓存框架[J].计算机工程,2008,34(22):283-284. 被引量:3
  • 2韩向春,田玉根.基于预测的Web缓存替换算法[J].计算机工程与设计,2010,31(1):110-113. 被引量:10
  • 3BALAMASH A, KLUNZ M. An overview ofweb caching replacementalgorithms[J].IEEE Communications Surveys and Tutorials, 2004,6(2) : 44-56.
  • 4Ristenpart T Back to the Future:A framework for automatic malware removal and system repair[C]//Proc.of the Annual Computer Security Applications Conference.Miami, FL, USA : IEEE Computer Society, 2006.

二级参考文献14

  • 1闫永权,张大方.基于频繁的Markov链预测模型[J].计算机应用研究,2007,24(3):41-43. 被引量:10
  • 2Kiczales G. Aspect-oriented Programming[C]//Proc. of ECOOP'97. [S. l.]: Springer-Verlag, 1997: 220-242.
  • 3Lorenzetti P, Rizzo L. Replacement Policies for a Proxy Cache[R]. University di Pisa, Tech. Rep.: LR2960731, 1996.
  • 4Williams S, Abrams M. Removal Policies in Network Caches for World Wide Web Documents[C]//Proc. of ACM SIGCOMM'96. Stanford, CA: [s. n.], 1996: 293-305.
  • 5O'neil E J, O'neil P E, Weikum G. The LRU-K Page Replacement Algorithm for Database Disk Buffering[C]//Proc. of International Conference on Management of Data. Washington D. C., USA: [s. n.], 1993: 297-306.
  • 6O'neil E J, O'neil P E, Weikum G. An Optimality Proof of the LRU-K Page Replacement Algorithm[J]. Journal of the ACM, 1999, 46(1): 92-112.
  • 7Jiang Zhimei, Kleinrock L. An Adaptive Network Prefetch Scheme[C]//Proc. of IEEE International Conference on Communications. Montreal, CA: [s. n.], 1997.
  • 8Balamash A,Krunz M.An overview of web caching replacement algorithms [J]. IEEE Communications Surveys and Tutorials, 2004,6(2):44-56.
  • 9Shi Lei,Ding Xiaoguang,Wei Lin,et al An adaptive PPM prediction model [J]. Journal of Computational Information Systems, 2006,2(2):633-638.
  • 10Web caching and content devivery resources [EB/OL]. http:// www.web-caching.com/,2006-12-10.

共引文献11

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部