自动化创建专用的高性能计算容器

IF 3.5 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
J. Ejarque, Rosa M. Badia
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引用次数: 1

摘要

随着Exascale计算技术的发展,超级计算机每次都是更大、更复杂、更异构的系统。虽然专家系统管理员可以在系统中正确安装和部署应用程序,但这是普通用户通常无法做到的。eFlows4HPC项目旨在提供方法和工具,以实现应用程序工作流的使用和重用。该项目关注的一个方面是简化大型复杂系统中的应用程序部署。该方法使用容器,而不是通用容器,而是为每个目标高性能计算(HPC)系统定制的容器。本文介绍了在项目框架下开发的容器图像创建服务,并基于项目应用进行了实验。我们将专用容器与通用容器和本机安装的性能进行比较。结果表明,在几乎所有情况下,专用容器都优于通用容器(速度快2倍),并且在所有情况下的性能都与本机安装相同。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automatizing the creation of specialized high-performance computing containers
With Exascale computing already here, supercomputers are systems every time larger, more complex, and heterogeneous. While expert system administrators can install and deploy applications in the systems correctly, this is something that general users can not usually do. The eFlows4HPC project aims to provide methodologies and tools to enable the use and reuse of application workflows. One of the aspects that the project focuses on is simplifying the application deployment in large and complex systems. The approach uses containers, not generic ones, but containers tailored for each target High-Performance Computing (HPC) system. This paper presents the Container Image Creation service developed in the framework of the project and experimentation based on project applications. We compare the performance of the specialized containers against generic containers and against a native installation. The results show that in almost all cases, the specialized containers outperform the generic ones (up to 2× faster), and in all cases, the performance is the same as with the native installation.
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来源期刊
International Journal of High Performance Computing Applications
International Journal of High Performance Computing Applications 工程技术-计算机:跨学科应用
CiteScore
6.10
自引率
6.50%
发文量
32
审稿时长
>12 weeks
期刊介绍: With ever increasing pressure for health services in all countries to meet rising demands, improve their quality and efficiency, and to be more accountable; the need for rigorous research and policy analysis has never been greater. The Journal of Health Services Research & Policy presents the latest scientific research, insightful overviews and reflections on underlying issues, and innovative, thought provoking contributions from leading academics and policy-makers. It provides ideas and hope for solving dilemmas that confront all countries.
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