三度图及其最优路由算法的设计

BoOck Seong, Jimin Ahn, Myeongjun Son, H. Lee
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引用次数: 0

摘要

学习,以及高性能计算机的重要性正在显著显现。在并行计算中,我们把单个存储器和多个处理器之间的互连概念称为多处理器。在类似的情况下,多计算意味着通过通信链路连接内存负载的处理器。多计算性能与处理器的联动结构之间的关系是非常接近的。设处理器的连接结构为互联网络。互连网络可以通过由节点和边组成的经典图来建模。在这种情况下,一个多计算处理器被表示为一个节点,通信链路被表示为一个边缘。根据节点数标准对建议的互联网络进行分类时,可将其分类为:由n×k节点组成的Mesh类类型(Torus、Toroidal Mesh、Diagonal Mesh、Honeycomb Mesh);由2^n个节点组成的Hypercube类类型(Hypercube、Folded Hypercube、Twisted cube、de Breijin);由n!节点。网格型结构是一种平面图形,广泛应用于移动通信网络中超大规模集成电路设计和基站安装(覆盖)问题等领域。相对而言,网格类类型更容易设计,并且可能以实用的方式在算法领域中实现。因此,它被认为是设计并行计算网络系统时广泛首选的经典度量。本研究提出了一种新颖的三度网格结构De3,并设计了一种基于直径分析的最优路由算法和并行路由算法。De3图中节点的地址用n位二进制数表示,边缘用运算符%表示。我们构建了区间函数()来计算相应节点的位置属性,从而在De3图结构中推导出从节点u到节点v的最优路由路径。提出了基于区间函数的最优路由算法,计算并验证了De3图的直径。此外,我们提出了一种建立节点不相交并行路径的算法,该算法解决了从节点u到v的非重叠路径。本研究的结果提出了一种新的互连网络结构,该结构通过将通信链路限制在3条,而节点数量限制在3条,适用于路由算法优化。这些结果意味着高性能边缘计算系统之间的可行操作以一种经济有效的方式。
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Three-degree graph and design of an optimal routing algorithm
Learning, as well as the importance of a high-performance computer is significantly emerging. In parallel computing, we denote the concept of interconnection between the single memory and multiple processors as multi-processor. In a similar context, multi-computing signifies the connection of memory-loaded processors through the communication link. The relationship between the performance of multi-computing and the processor’s linkage structure is extremely proximate. Let the connection structure of the processor be an interconnection network. The interconnection network can be modeled through a classical graph consisting of node and edge. In this regard, a multi-computing processor is expressed as a node, communication link as an edge. When categorizing the suggested interconnection network through the criteria of the number of nodes, it can be classified as follows: Mesh class type consisted of the n×k nodes (Torus, Toroidal mesh, Diagonal mesh, Honeycomb mesh), Hypercube class type with 2^n nodes (Hypercube, Folded hypercube, Twisted cube, de Breijin), and Star graph class type (Star graph, Bubblesort star, Alternating group, Macro-star, Transposition) with n! nodes. The mesh type structure is a planar graph that is widely being utilized in the domains such as VLSI circuit design and base station installing (covering) problems in a mobile communication network. Mesh class types are comparatively easier to design and could potentially be implemented in algorithmic domains in a practical manner. Therefore, it is considered as a classical measure that is extensively preferred when designing a parallel computing network system. This study suggests the novel mesh structure De3 with the degree of three and designs an optimal routing algorithm as well as a parallel route algorithm (병렬경로알고리즘) based on the diameter analysis. The address of the node in the De3 graph is expressed with n-bit binary digits, and the edge is noted with the operator %. We built the interval function (구간 함수) that computes the locational property of the corresponding nodes to derive an optimal routing path from node u to node v among the De3 graph structure. We represent the optimal routing algorithm based on the interval function, calculating and validating the diameter of the De3 graph. Furthermore, we propose the algorithm that establishes the node disjoint parallel path which addresses a non-overlap path from node u to v. The outcome of this study proposes a novel interconnection network structure that is applicable in the routing algorithm optimization by limiting the communication links to three while the number of nodes These results implicate the viable operation among the high-performance edge computing system in a cost-efficient and effective manner.
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