电信异构计算机系统性能预测模型的实验研究

Y. Kropotov, A. A. Kolpakov
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引用次数: 1

摘要

创建基于异构计算机系统的高性能计算系统的问题是相关的,因为处理的信息量、计算和大型数据集的研究在不断增加。这项工作的目的是开发一个模型,用于预测异构计算系统的性能及其在内存访问模拟和基本并行算法建模中的实验评估。因此,使用开发的模型可以充分估计使用基于图形处理器的异构计算机系统执行并行任务的时间。
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Experimental Study of the Model for Predicting the Performance of a Heterogeneous Computer System in Telecommunications
The issue of creating high-performance computing systems based on heterogeneous computer systems is relevant, since the volume of processed information, calculations and studies with large data sets is constantly increasing. The aim of the work is to develop a model for predicting the performance of heterogeneous computing systems and its experimental evaluation in the simulation of access to the memory and in modeling fundamental parallel algorithms. As a result, the use of the developed model allows making an adequate estimate of the time of the parallelized task execution using heterogeneous computer systems based on graphics processors.
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