用于PageRank计算的分布式随机方法:第2部分

H. Ishii, R. Tempo
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引用次数: 7

摘要

在Google的搜索引擎中,PageRank算法对获得的结果排序起着至关重要的作用。该算法根据网页的链接结构确定每个网页的重要程度。在这篇由两部分组成的论文中,我们提出了一种用于PageRank计算的分布式随机方法,其中页面通过与链接页面通信来本地更新其值。本文是第二部分,我们开发了两种增强的分布式方案,分别处理计算的同步更新和更新终止。
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A distributed randomized approach for the PageRank computation: Part 2
In the search engine of Google, the PageRank algorithm plays a crucial role in ranking the obtained results. The algorithm determines the importance of each web page based on the link structure of the web. In this two-part paper, we propose a distributed randomized approach for the PageRank computation, where the pages locally update their values by communicating with linked pages. This paper is the second part, and we develop two enhanced distributed schemes which deal with simultaneous updates and update termination of the computations, respectively.
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