An Innovative Approach of Data Grid Consistency Using Tree-Based Clustering

Hosein Ebrahimi Ahangaran, A. Rahmani
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引用次数: 2

Abstract

Nowadays, Data Grids can be seen as a frameworks responding to the needs of large scale applications by affording varied geographically distributed resources set. The main aim here is to ensure flexible and efficient access and quality data, to improve the availability and accessibility, we must improve scalability and efficient usability of Grid to reduce application communication costs and request average response times. In relation with the problem of the coherence maintenance of replicas, we propose a Tree-Based Clustering method which not only organizes those replicas having similarity in demand number into clusters hierarchically looking like trees, but also tries to choose the shortest connection so that communication cost, average response time and total data transferred through Grid will be reduced.
基于树型聚类的数据网格一致性创新方法
如今,数据网格可以被看作是一种通过提供不同地理分布的资源集来响应大规模应用需求的框架。这里的主要目的是确保灵活、高效的访问和高质量的数据,为了提高可用性和可访问性,我们必须提高网格的可伸缩性和有效的可用性,以减少应用程序的通信成本和请求的平均响应时间。针对副本的一致性维护问题,提出了一种基于树的聚类方法,该方法不仅将需求数量相似的副本按树状分层组织成簇,而且尽量选择最短的连接,从而降低通信成本、平均响应时间和通过网格传输的总数据量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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