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A hybrid HPC/cloud distributed infrastructure: Coupling EC2 cloud resources with HPC clusters to run large tightly coupled multiscale applications

机译:混合HPC /云分布式基础架构:将EC2云资源与HPC集群耦合,以运行大型紧密耦合的多规模应用程序

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摘要

In this paper, we report on the experimental results of running a large, tightly coupled, distributed multiscale computation over a hybrid High Performance Computing (HPC) infrastructures. We connected EC2 based cloud clusters located in USA to university clusters located in Switzerland. We ran a concurrent multiscale MPI based application on this infrastructure and measured the overhead induced by extending our HPC clusters with EC2 resources. Our results indicate that accommodating some parts of the multiscale computation on cloud resources can lead to low performance without a proper adjustment of CPUs power and workload. However, by enforcing a load-balancing strategy one can benefit from the extra Cloud resources.
机译:在本文中,我们报告了在混合高性能计算(HPC)基础结构上运行大型,紧密耦合的分布式多尺度计算的实验结果。我们将位于美国的基于EC2的云集群连接到位于瑞士的大学集群。我们在此基础架构上运行了基于并发多尺度MPI的应用程序,并测量了通过使用EC2资源扩展HPC集群而导致的开销。我们的结果表明,在不适当调整CPU功率和工作负荷的情况下,在云资源上容纳多尺度计算的某些部分可能会导致性能降低。但是,通过实施负载平衡策略,可以从额外的云资源中受益。

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