基于多目标决策方法的URL分配模型

Qiuyan Huang, Qingzhong Li, Zhongmin Yan
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引用次数: 0

摘要

随着Web的飞速发展,如何在适当的时间内找到与某些主题相关的精确资源,对单进程爬虫来说是一个巨大的挑战,因此使用并行爬虫变得越来越重要。然而,由于爬虫的并行性,如何将url分配给爬虫,使并行系统协调工作,从而保证获取的网页质量是一个令人头疼的问题。本文提出了一种基于多目标决策方法,综合考虑负载均衡、重叠等多种因素的并行爬虫URL分配模型。大量的实验测试和验证了我们的技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel URL Assignment Model Based on Multi-objective Decision Making Method
With the tremendous growth of the Web, it has become a huge challenge for the single-process crawlers to locate the resources that are precise and relevant to some topics in an appropriate amount of time, so it is increasingly important to use the parallel crawler. However, due to the parallelism of crawlers, one headache problem we have to face is how to distribute the URLs to crawlers to make the parallel system work coordinately and thereby make sure that the Web pages fetched are of high quality. In this paper, a novel URL assignment model for the parallel crawler is described, which is based on multi-objective decision making method and considers multiple factors synthetically such as load balance, overlap and so on. Extensive experiments test and validate our techniques.
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