Embedding Hierarchical Cubic Networks into k-Rooted Complete Binary Trees for Minimum Wirelength

IF 0.6 4区 计算机科学 Q4 COMPUTER SCIENCE, THEORY & METHODS
Ruyan Guo, Yan Wang, Jianxi Fan, Weibei Fan
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引用次数: 0

Abstract

In recent years, the growth of data has promoted the development of parallel and distributed systems. Graph embedding is of great importance in improving parallel and distributed system performance. The quality of an embedding can be measured by many important metrics, and wirelength is one of the critical metrics related to communication performance and layout costs of physical systems. The hierarchical cubic network is a well-performing interconnection network and the [Formula: see text]-rooted complete binary tree is a data structure with a hierarchical relationship among its various elements in algorithms and programming. In this paper, we solve the problem of the embedding of hierarchical cubic networks into [Formula: see text]-rooted complete binary trees with minimum wirelength. We first study the optimal set of the hierarchical cubic network, and propose algorithms to give embedding [Formula: see text] which is an embedding scheme of hierarchical cubic networks into [Formula: see text]-rooted complete binary trees with minimum wirelength. Moreover, we give the exact minimum wirelength of this embedding. Finally, we conduct comparative experiments to evaluate the performance of embedding [Formula: see text].
将层次三次网络嵌入k-根完全二叉树中的最小线长
近年来,数据的增长促进了并行和分布式系统的发展。图嵌入对于提高并行和分布式系统的性能具有重要意义。嵌入的质量可以通过许多重要的度量来衡量,而线长是与物理系统的通信性能和布局成本相关的关键度量之一。层次三次网络是一个性能良好的互连网络,[公式:见正文]根完全二叉树是一种在算法和编程中其各种元素之间具有层次关系的数据结构。在本文中,我们解决了将分层三次网络嵌入到具有最小线长的[公式:见文本]根的完全二叉树中的问题。我们首先研究了层次三次网络的最优集,并提出了算法,给出了嵌入[公式:见文本],这是一种将层次三次网嵌入到具有最小线长的[公式:看文本]根完全二叉树中的嵌入方案。此外,我们给出了这种嵌入的确切的最小导线长度。最后,我们进行了比较实验来评估嵌入的性能[公式:见正文]。
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来源期刊
International Journal of Foundations of Computer Science
International Journal of Foundations of Computer Science 工程技术-计算机:理论方法
CiteScore
1.60
自引率
12.50%
发文量
63
审稿时长
3 months
期刊介绍: The International Journal of Foundations of Computer Science is a bimonthly journal that publishes articles which contribute new theoretical results in all areas of the foundations of computer science. The theoretical and mathematical aspects covered include: - Algebraic theory of computing and formal systems - Algorithm and system implementation issues - Approximation, probabilistic, and randomized algorithms - Automata and formal languages - Automated deduction - Combinatorics and graph theory - Complexity theory - Computational biology and bioinformatics - Cryptography - Database theory - Data structures - Design and analysis of algorithms - DNA computing - Foundations of computer security - Foundations of high-performance computing
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