BAKE: A Balanced Kautz Tree Structure for Peer-to-Peer Networks

Deke Guo, Yunhao Liu, Xiangyang Li
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引用次数: 28

Abstract

In order to improve scalability and reduce maintenance overhead for structured peer-to-peer systems, researchers design optimal architectures with constant degree and logarithmical diameter. The expected topologies, however, require the number of peers to be some given values determined by the average degree and the diameter. Hence, existing designs fail to address the issue due to the fact that (1) we cannot guarantee how many peers to join a P2P system at a given time, and (2) a P2P system is typically dynamic with peers frequently coming and leaving. In this work, we propose BAKE scheme based on balanced Kautz tree structure with logdn in diameter and constant degree even the number of peers is an arbitrary value. Resources that are similar in single or multi-dimensional attributes space are stored on a same peer or neighboring peers. Through formal analysis and comprehensive simulations, we show that BAKE achieves optimal diameter and good connectivity as the Kautz digraph does. Indeed, the concepts of balanced Kautz tree introduced in this work can also be extended and applied to other interconnection networks after minimal modifications, for example, de Bruijn digraph.
点对点网络的平衡Kautz树结构
为了提高结构化点对点系统的可扩展性和降低维护开销,研究人员设计了恒度和对数直径的最优架构。然而,预期的拓扑要求对等节点的数量是由平均度和直径决定的给定值。因此,现有的设计不能解决这个问题,因为(1)我们不能保证在给定的时间有多少个节点加入一个P2P系统,(2)一个P2P系统通常是动态的,节点经常来来往往。在此工作中,我们提出了基于平衡Kautz树结构的BAKE方案,该结构的直径为logdn,且阶数为常数,即使节点的数目为任意值。单个或多维属性空间相似的资源存储在同一对等体或相邻对等体上。通过形式化分析和综合仿真,我们证明了BAKE达到了与Kautz有向图一样的最佳直径和良好的连通性。事实上,在这项工作中引入的平衡Kautz树的概念也可以在最小的修改后扩展并应用于其他互连网络,例如de Bruijn有向图。
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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