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基于多项式回归的预取技术的研究

李春洁 王锐 李美珊 韦韫韬 闫莉蔷

现代电子技术2012,Vol.35Issue(22):84-86,3.
现代电子技术2012,Vol.35Issue(22):84-86,3.

基于多项式回归的预取技术的研究

Research of prefetching technology based on polynomial regression

李春洁 1王锐 1李美珊 1韦韫韬 1闫莉蔷1

作者信息

  • 1. 佳木斯大学 信息电子技术学院,公共计算机教研部,黑龙江 佳木斯 154007
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摘要

Abstract

Web prefetching and caching technologies can ease the access delay to a certain extent, but still have some disadvantages. The real-time monitoring of the users query access frequency was conducted, and the probability of the next cycle of the polynomial regression algorithm on the users' access was predicted in combination with prefetching and semantic caching technologies. The prediction model built with polynomial regression prefetching technology can achieve a dynamic online prediction, which can not only avoid the prefetch uncertainty caused by interest drift, but also can reduce the storage amount of historical information. It solved the problem of Web access latency scientifically and rationally.

关键词

多项式回归/预取技术/缓存技术/访问延迟

Key words

polynomial regression/prefetching technology/buffer technology/access latency

分类

信息技术与安全科学

引用本文复制引用

李春洁,王锐,李美珊,韦韫韬,闫莉蔷..基于多项式回归的预取技术的研究[J].现代电子技术,2012,35(22):84-86,3.

基金项目

黑龙江省教育厅2012年科研项目资助(12523056) (12523056)

现代电子技术

OACSTPCD

1004-373X

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