FutureGrid教育:使用案例研究来开发一门课程,用于交流并行和分布式计算概念

J. Mitchell, J. Qiu, Massimo Canonio, S. Jha, Linda Hayden, B. O'Leary, R. Figueiredo, Geoffrey Fox
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引用次数: 2

摘要

向并行计算的转变——包括多核计算机架构、云分布式计算和通用GPU编程——导致了软件和系统设计的根本变化。因此,学习并行、分布式和云技术,以使软件能够利用向并行性转变的优势,具有重要的意义。为此,FutureGrid,一个用于云、网格和高性能计算的实验测试平台,为任何人提供了查找、共享和讨论模块化教材和计算平台支持的资源。本文介绍了一系列使用FutureGrid测试平台进行并行和分布式教育的案例研究。基于以前与FutureGrid相关的课程、研讨会和暑期学校的经验,我们提出了一个可行的解决方案,通过利用与组织的协作来开发课程。我们开发成功指南的方法源于这样一个想法,即任何对学习并行和分布式计算感兴趣的人都可以在最少的领域专家帮助下完成,并且它解决了教育目标和目的,以帮助应对该学科前方的许多挑战。我们通过提供用例和他们在教学模块上的经验来验证我们开发社区驱动课程的方法。一些用例的示例包括:为历史上黑人学院和大学的错误成员举办研讨会,在大学(如印第安纳大学、路易斯安那州立大学和Piemonte Orientale大学)开设分布式和云计算课程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
FutureGrid education: using case studies to develop a curriculum for communicating parallel and distributed computing concepts
The shift to parallel computing -- including multi-core computer architectures, cloud distributed computing, and generalpurpose GPU programming -- leads to fundamental changes in the design of software and systems. As a result, learning parallel, distributed, and cloud techniques in order to allow software to take advantage of the shift toward parallelism is of important significance. To this end, FutureGrid, an experimental testbed for cloud, grids, and high performance computing, provides a resource for anyone to find, share, and discuss modular teaching materials and computational platform supports. This paper presents a series of case studies for experiences in parallel and distributed education using the FutureGrid testbed. Building on previous experiences from courses, workshops, and summer schools associated with FutureGrid, we present a viable solution to developing a curriculum by leveraging collaboration with organizations. Our approach to developing a successful guide stems from the idea of anyone interested in learning parallel and distributing computing can do so with minimum assistance from a domain expert, and it addresses the educational goals and objectives to help meet many challenges, which lie ahead in the discipline. We validate our approach to developing a community driven curriculum by providing use cases and their experiences with the teaching modules. Examples of some use cases include the following: hosting a workshop for faulty members of historically black colleges and universities, courses in distributed and cloud computing at universities, such as Indiana University, Louisiana State University, and the University of Piemonte Orientale.
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