用BSP扩展现代PaaS云,以执行遗留的MPI应用程序

Hiranya Jayathilaka, Michael Agun
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引用次数: 1

摘要

随着云计算的不断普及,使用旧的并行计算标准实现的大量遗留代码已经过时。这迫使组织将旧的应用程序移植到新的云平台上。然而,这违背了效用计算所承诺的“一次开发,随处运行”的原则。为了解决这个问题,我们探索了在现代并行计算平台上执行未经修改的MPI应用程序的可能性。使用BSP作为MPI和Hadoop框架之间的桥接模型,我们为今天的计算云实现了一个原型MPI运行时,这消除了移植遗留代码的开销。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Extending modern PaaS clouds with BSP to execute legacy MPI applications
As the popularity of cloud computing continues to increase, a significant amount of legacy code implemented using older parallel computing standards is outdated and left behind. This forces the organizations to port the old applications into new cloud platforms. This, however, violates the "develop once - run anywhere" principle promised by utility computing. As a solution to this problem, we explore the possibility of executing unmodified MPI applications over a modern parallel computing platform. Using BSP as a bridging model between MPI and the Hadoop framework, we implement a prototype MPI runtime for today's computing clouds, which eliminates the overhead of porting legacy code.
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