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引用次数: 6

摘要

尽管在并行计算领域进行了大量的研究和开发工作,但人们普遍认为并行性能和易用性是难以捉摸的。我们相信易用性对许多最终用户来说是至关重要的,因此我们寻求能够轻松地对现有并行应用程序进行改进的性能增强技术。在一篇宝贵的论文中,我们提出了MPI(消息传递接口)进程交换,这是MPI编程环境的一个简单附加组件,可以提高共享计算环境中的性能。MPI进程交换只需要对现有应用程序更改三行源代码。在本文中,我们探讨了我们在以前的工作中留下的一个问题:应该根据哪些策略交换流程以获得最佳性能?我们的结果表明,使用适当的交换策略,MPI进程交换可以在非常有限的实现工作量下提供实质性的性能优势。
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Policies for swapping MPI processes
Despite the enormous amount of research and development work in the area of parallel computing, it is a common observation that simultaneous performance and ease-of-use are elusive. We believe that ease-of-use is critical for many end users, and thus seek performance enhancing techniques that can be easily retrofitted to existing parallel applications. In a precious paper we have presented MPI (message passing interface) process swapping, a simple add-on to the MPI programming environment that can improve performance in shared computing environments. MPI process swapping requires as few as three lines of source code change to an existing application. In this paper we explore a question that we had left open in our previous work: based on which policies should processes be swapped for best performance? Our results show that, with adequate swapping policies, MPI process swapping can provide substantial performance benefits with very limited implementation effort.
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