在并行计算平台上部署并行应用程序的领域特定语言

ECSAW '14 Pub Date : 2014-08-25 DOI:10.1145/2642803.2642819
E. Arkin, B. Tekinerdogan
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引用次数: 4

摘要

为了提高计算性能,当前的趋势是应用并行计算,在多个节点上执行并行任务。在计算平台上部署任务通常会影响整体性能,因此需要仔细建模。在架构设计社区中,部署视点是支持此映射过程的重要视点。通常,派生的部署视图是可视化的符号,不适合运行时处理,并且不能很好地扩展到大规模并行应用程序的部署。在本文中,我们提出了一种领域特定语言(DSL),用于对并行应用程序的部署进行建模,并为部署过程提供自动化支持。DSL是基于元模型的,该元模型是在对并行计算进行领域分析后导出的。我们举例说明了DSL在交通模拟系统中的应用,并提供了一组使用DSL的重要场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Domain Specific Language for Deployment of Parallel Applications on Parallel Computing Platforms
To increase the computing performance the current trend is towards applying parallel computing in which parallel tasks are executed on multiple nodes. The deployment of tasks on the computing platform usually impacts the overall performance and as such needs to be modelled carefully. In the architecture design community the deployment viewpoint is an important viewpoint to support this mapping process. In general the derived deployment views are visual notations that are not amenable for run-time processing, and do not scale well for deployment of large scale parallel applications. In this paper we propose a domain specific language (DSL) for modeling the deployment of parallel applications and for providing automated support for the deployment process. The DSL is based on a metamodel that is derived after a domain analysis on parallel computing. We illustrate the application of the DSL for a traffic simulation system and provide a set of important scenarios for using the DSL.
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