Fe2vCl2:从裸机到虚拟集群和云基础设施上的高性能计算

Alexander Ditter, G. Graf, D. Fey
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引用次数: 2

摘要

基于容器的虚拟化技术在云计算和面向服务的计算中发挥着越来越重要的作用。Docker等技术支持开发和部署新的轻量级应用程序,并允许更加独立于云提供商的操作。尽管云基础设施和容器提供了许多优势,但这两种技术尚未在高性能计算领域得到广泛应用。在本文中,我们介绍了Fe2vCl2,一个在公共云基础设施上启用HPC应用程序的框架。使用Docker将其集成到云环境中,我们的框架允许按需部署虚拟集群,以并行执行HPC应用程序。我们描述了我们的整体应用程序架构以及两种技术的优势,特别是关于HPC应用程序。为了验证我们的实现,我们使用不同的HPC应用程序和基准测试来评估它。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fe2vCl2: From Bare Metal to High Performance Computing on Virtual Clusters and Cloud Infrastructure
Container based virtualization techniques are playing a more and more important role in cloud and service oriented computing. Technologies, such as Docker, enable the development and deployment of new and especially light weight applications and allow for a more cloud provider independent operation. Even though cloud infrastructure and containers offer many advantages, both technologies have yet to be widely utilized in the field of High Performance Computing. In this paper we present Fe2vCl2, a framework for enabling HPC applications on common cloud infrastructure. Using Docker to integrate it into cloud environments, our framework allows the on-demand deployment of virtual clusters for the parallel execution of HPC applications. We describe our overall application architecture along with the advantages of both technologies, especially with regard to HPC applications. In order to verify our implementation we evaluate it using different HPC applications and benchmarks.
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