Fault Tolerance of Small World Network Architecture

H. Mori
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引用次数: 1

Abstract

The most important elements in a massive VLSI parallel network are the component of networks. The key in the network is to execute the communication between a lot of nodes faultlessly while securing the scalability. Small World Network is a network which allows communication between two arbitrary nodes where hopping over a small number of nodes is possible, in a network with a huge number of nodes. Each connection path is selected as follows: The first node in the sequence is selected by a random number system by the node, under some constraints, such as choosing the smallest average passing length, or having a large clustering coefficient. There are a lot of examples of the small world network in action today, such as the neuronal connection, the metabolic pathway, social networks, and airline routes. A feature of small-world networks is that average path length is small. Thus the small-world network falls between regular and random networks. We introduced a parallel VLSI architecture featuring a random connection in Small World Network. The lower blocks are used for computation and the upper block is used for connection between every lower block. Both the upper block and lower blocks are randomly rewired using small world connection to get the shortest paths between all node pairs. In general, a link fault might negatively affect network dependability such as the no. of faulty network components, and also negatively affect network scalability such as the segmentation of the entire system, and the no. of faulty network segments. We concluded that small world connection helps to prevent the tendency to have faults.
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小世界网络架构的容错性
超大规模集成电路并行网络中最重要的元件是网络组件。网络的关键是在保证可扩展性的同时,保证大量节点之间的通信的无故障执行。小世界网络(Small World Network)是一种网络,它允许任意两个节点之间的通信,其中在具有大量节点的网络中,可以跳过少量节点。每条连接路径的选择方式如下:序列中的第一个节点,在一定的约束条件下,如选择最小的平均传递长度,或具有较大的聚类系数,由节点以随机数系统选择。现在有很多关于小世界网络的例子,比如神经元连接、代谢途径、社会网络和航线。小世界网络的一个特点是平均路径长度很小。因此,小世界网络介于规则网络和随机网络之间。介绍了小世界网络中随机连接的并行VLSI架构。下面的块用于计算,上面的块用于连接每个下面的块。使用小世界连接随机重新连接上下块,以获得所有节点对之间的最短路径。一般情况下,链路故障会对网络的可靠性造成负面影响。故障的网络组件,也会对网络的可扩展性产生负面影响,如整个系统的分段,以及网络的不稳定性。故障网段。我们的结论是,小世界的联系有助于防止犯错的倾向。
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