Research on Testing System of Networked Heterogeneous Computing Resource Platform

Yanan Yang, Yan Gao, Zhenhao Xu
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Abstract

With the growth of the information technology field, machine learning, artificial intelligence and other fields have begun to require higher computing performance. Networked heterogeneous computing is one of the critical solutions for them. The hardware composition, software design and use methods in the Networked Heterogeneous Computing Platform are quite different from those in the traditional computing platform. There is no mature test method or testing system at present. Therefore, this paper studies the Networked Heterogeneous Computing Platform, from the composition of the platform to the construction of the testing system. The testing system of Networked Heterogeneous Computing Platform is proposed, and each test indicator is discussed in detail. Finally, the test method is provided.
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网络化异构计算资源平台测试系统研究
随着信息技术领域的发展,机器学习、人工智能等领域开始对计算性能提出更高的要求。网络异构计算是解决这些问题的关键解决方案之一。网络异构计算平台的硬件组成、软件设计和使用方法与传统计算平台有很大的不同。目前还没有成熟的测试方法或测试系统。因此,本文对网络化异构计算平台进行了研究,从平台的组成到测试系统的构建。提出了网络化异构计算平台的测试系统,并对各测试指标进行了详细讨论。最后给出了测试方法。
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