接口基于pc的MATLAB直接到HPC资源

J. Nehrbass, S. Samsi, J. C. Chaves, J. Unpingco, B. Guilfoos, S. Ahalt, A. Krishnamurthy, A. Chalker, J. Gardiner
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引用次数: 12

摘要

许多国防部高性能计算用户,特别是在SIP领域,运行用MATLAB和相关应用程序(MatlabMPI, StarP, pMatlab等)开发的代码。人们希望从MATLAB的桌面实例运行代码,并连接到运行在HPC资源上的代码并与之交互。PET SIP团队已经开发并演示了使这成为可能的技术。MATLAB的SSH工具箱使用户可以在不离开MATLAB环境的情况下使用SSH连接和使用HPC资源。该工具箱使用免费的SSH实现,DoD HPCMP也使用了SSH的修改版本。SSH工具箱由一个用C语言编写的Windows DLL组成,MATLAB使用该DLL与SSH客户端进行通信。该工具箱为用户提供了简单的MATLAB命令,用于连接到远程资源、运行代码、检索结果和结束SSH会话。DLL接口的复杂性和大多数安全需求都对用户隐藏,使其成为一个非常易于使用和功能强大的工具箱。由于工具箱的主要组件是用C语言编写的,并打包为DLL,因此工具箱还可以扩展以与其他编程语言(如Java, Python和Octave)一起工作。工具箱的matlab风格文档也使获取工具箱各个方面的帮助变得容易,基于gui的安装程序使分发变得更容易。这项技术为国防部提供了一种革命性的支持方式。软件开发人员现在能够为复杂的HPC环境提供所有挂钩,从而消除最终用户的负担
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Interfacing PC-based MATLAB Directly to HPC Resources
Many DoD HPC users, particularly in the SIP area, run codes developed with MATLAB and related applications (MatlabMPI, StarP, pMatlab, etc.). There is a desire to run codes from a desktop instance of MATLAB and connect to and interact with codes running on HPC resources. The PET SIP team has developed and demonstrated technology that makes this possible. The SSH toolbox for MATLAB enables users to connect to and use HPC resources using SSH without leaving the MATLAB environment. The toolbox uses a freely available implementation of SSH, a modified version of which is also used by the DoD HPCMP. The SSH toolbox consists of a Windows DLL written in C, which is used by MATLAB to communicate with the SSH client. The toolbox provides simple MATLAB commands for users to connect to remote resources, run code, retrieve results and end the SSH session. The complexity of the DLL interface and most of the security needs are hidden from the user, making this a very easy to use and powerful toolbox. Since the main component of the toolbox is written is C and packaged as a DLL, the toolbox can also be extended to work with other programming languages such as Java, Python and Octave. MATLAB-style documentation for the toolbox also makes it easy to obtain help on various aspects of the toolbox and a GUI-based installer makes distribution easier. This technology provides a revolutionary way of providing support to the DoD. Software developers are now able to provide all the hooks to a complicated HPC environment, thus removing the burden of end users
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