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PJMPI: Pure Java Implementation of MPI

机译:PJMPI:MPI的纯Java实现

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摘要

The Message-Passing Interface (MPI) has been increasingly poprlar among parallel computing community. However, today's MPI language bindings can not apply to a heterogeneous computing environment, such as Internet. In order to exploit the maximum performance potential on a heterogeneous environment, we have implemented MPI in Pure Java, a fully platform-independent language. The results show that MPI can be successfully implemented in Java and the performance of PJMPI (Pure Java MPI) is actually acceptable. The blttlenecks of using Java in high performance parallel computing and their corresponding solutions are also discussed.
机译:消息传递接口(MPI)在并行计算社区中越来越受欢迎。但是,当今的MPI语言绑定不能应用于异构计算环境,例如Internet。为了在异构环境中发挥最大的性能潜能,我们已经在纯Java(完全独立于平台的语言)中实现了MPI。结果表明,MPI可以在Java中成功实现,并且PJMPI(纯Java MPI)的性能实际上是可以接受的。还讨论了在高性能并行计算中使用Java的瓶颈及其相应的解决方案。

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