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An efficient caching strategy for Web services.

机译:Web服务的有效缓存策略。

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摘要

Since its introduction, the World Wide Web has seen an exponential growth in its usage. The result is that a vast amount of information is available to a user at the click of a button. The growth in the popularity of the web, however, has produced its own problems in terms of annoying and frustrating delays in response. Reducing this delay has opened up a new and interesting area of research. The major contribution to this delay comes from two entities: network, and the web server. In this thesis, we focus our attention on the web server delay.; We present a technique that reduces the load imposed on web servers by increasing the hit ratio in server cache and thus reducing the client waiting time. This technique addresses important stages in effective cache management such as "which files to be cached?", "which files to be validated?", and "which files to be replaced?". This results in a more intelligent and productive utilization of server cache that, in turn, reduces the client waiting time. Three different cache replacement policies and two different new weight metrics are tested to obtain the best performance. Weight metrics are formulated using important factors of object history and objects in the cache are ranked by the weight. Results of experiments demonstrate that the proposed technique performs much better than existing techniques. The proposed algorithm represents an online, dynamic and adaptive technique, which provides improved hit ratio, latency and server utilization.
机译:自推出以来,万维网的使用量呈指数级增长。结果是,单击按钮后,用户可以获得大量信息。然而,网络的流行性增长在烦人和令人沮丧的响应延迟方面产生了自己的问题。减少这种延迟开辟了一个新的有趣的研究领域。造成此延迟的主要因素来自两个实体:网络和Web服务器。在本文中,我们将注意力集中在Web服务器延迟上。我们提出了一种通过增加服务器缓存中的命中率来减少Web服务器负载的技术,从而减少了客户端等待时间。该技术解决了有效的缓存管理中的重要阶段,例如“要缓存哪些文件?”,“要验证哪些文件?”和“要替换哪些文件?”。这样可以更智能,更有效地利用服务器缓存,从而减少客户端等待时间。测试了三种不同的缓存替换策略和两种不同的新权重度量,以获得最佳性能。使用对象历史的重要因素来制定权重度量标准,并根据权重对缓存中的对象进行排序。实验结果表明,所提出的技术比现有技术具有更好的性能。所提出的算法代表了一种在线,动态和自适应技术,可提供更高的命中率,延迟和服务器利用率。

著录项

  • 作者

    Perera, W. D. Keerthi.;

  • 作者单位

    University of Guelph (Canada).;

  • 授予单位 University of Guelph (Canada).;
  • 学科 Computer Science.
  • 学位 M.Sc.
  • 年度 2004
  • 页码 111 p.
  • 总页数 111
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

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