A reliable platform using matlab distributed computing server integrated with AIM

Xianhua Ding, Xiaomin Wang, Yuqing Du, Jianping Li, Guoying Liu
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引用次数: 2

Abstract

Dell Advanced Infrastructure Manager (AIM) is a software that separates the physical elements in the data center from how to control them. It is convenient to share a pool of backup servers that are ready to take over any other failed server's role. In this paper we integrate Matlab Distributed Computing Server (MDCS) with AIM to build a reliable, efficient platform for scientific computations. The motivation to use AIM as the resource management center for MDCS is to provide a fault-tolerant computation platform. We test the speedup rate of virtual worker cluster and compare with physical worker cluster using physical client and virtual client. Our experiment show that the performance of virtual worker cluster is about 82% of the physical worker cluster's performance.
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一个可靠的平台利用matlab与分布式计算服务器集成AIM
戴尔高级基础设施管理器(AIM)是一种软件,它将数据中心中的物理元素与如何控制它们分离开来。可以方便地共享备份服务器池,这些备份服务器随时准备接管任何其他故障服务器的角色。本文将Matlab分布式计算服务器(MDCS)与AIM集成在一起,构建了一个可靠、高效的科学计算平台。使用AIM作为MDCS的资源管理中心的动机是提供一个容错的计算平台。我们使用物理客户端和虚拟客户端测试了虚拟工人集群的加速速率,并与物理工人集群进行了比较。我们的实验表明,虚拟工人集群的性能约为物理工人集群性能的82%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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