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Author's approach to the topological modeling of parallel computing systems
arXiv - CS - Distributed, Parallel, and Cluster Computing Pub Date : 2020-03-23 , DOI: arxiv-2003.10092 Victor A. Melent'ev
arXiv - CS - Distributed, Parallel, and Cluster Computing Pub Date : 2020-03-23 , DOI: arxiv-2003.10092 Victor A. Melent'ev
The author's research of topologies of parallel computing systems and the
tasks solved with them, including the corresponding tools of their modeling, is
summarized in the present paper. The original topological model of such systems
is presented based on the modified Amdahl law. It allowed formalizing the
dependence of the necessary number of processors and the maximal distance
between information-adjacent vertices in a graph on the directive values of
acceleration or efficiency. The dependences of these values on the system
interconnection topology and on the information graph of the parallel task are
also formalized. The tools for a comparative evaluation of these dependences,
topological criteria and the functions of scaling and fault-tolerant operation
of parallel systems are based on the author|s technique of projective
description of graphs and the algorithms used in it.
中文翻译:
作者的并行计算系统拓扑建模方法
本文总结了作者对并行计算系统拓扑结构及其解决的任务,包括其建模的相应工具的研究。这种系统的原始拓扑模型是基于修改后的阿姆达尔定律提出的。它允许形式化必要数量的处理器和图形中信息相邻顶点之间的最大距离对加速度或效率的指令值的依赖性。这些值对系统互连拓扑和并行任务的信息图的依赖性也被形式化。对这些依赖性进行比较评估的工具,
更新日期:2020-10-07
中文翻译:
作者的并行计算系统拓扑建模方法
本文总结了作者对并行计算系统拓扑结构及其解决的任务,包括其建模的相应工具的研究。这种系统的原始拓扑模型是基于修改后的阿姆达尔定律提出的。它允许形式化必要数量的处理器和图形中信息相邻顶点之间的最大距离对加速度或效率的指令值的依赖性。这些值对系统互连拓扑和并行任务的信息图的依赖性也被形式化。对这些依赖性进行比较评估的工具,