Exploiting the Small-World Effect for Resource Finding in P2P Grids/Clouds

F. Messina, G. Pappalardo, C. Santoro
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引用次数: 19

Abstract

This paper presents a resource finding and allocation scheme for Grid-/Cloud-computing systems, called SWHYGRA (Small-World HYperspace-based Grid Resource Allocation). It models the overall system using a decentralized peer-to-peer approach organizing the nodes in an overlay network featuring specific convenient properties. SWHYGRA intends to exploit the small-world effect, by employing an algorithm aimed at building an overlay network whose structure mimics the small-world model. Such networks feature a high clustering degree coupled with a very low average path length, both being key characteristics for the SW-HYGRA approach. The former allows nodes with similar resource availability to be clustered; together with the latter, it permits a resource finding algorithm to reach a target node in a fast and efficient way.
利用P2P网格/云资源查找中的小世界效应
本文提出了一种网格/云计算系统的资源查找和分配方案,称为SWHYGRA(基于小世界超空间的网格资源分配)。它使用分散的点对点方法在具有特定方便属性的覆盖网络中组织节点,对整个系统进行建模。SWHYGRA打算利用小世界效应,采用一种算法,旨在建立一个结构模仿小世界模型的覆盖网络。这种网络具有高聚类度和非常低的平均路径长度,这两者都是SW-HYGRA方法的关键特征。前者允许具有相似资源可用性的节点集群;与后者一起,它允许资源查找算法以快速有效的方式到达目标节点。
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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