pioman: A Pthread-Based Multithreaded Communication Engine

Alexandre Denis
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引用次数: 17

Abstract

Recent cluster architectures include dozens of cores per node, with all cores sharing the network resources. To program such architectures, hybrid models mixing MPI+threads, and in particular MPI+OpenMP are gaining popularity. This imposes new requirements on communication libraries, such as the need for MPI_THREAD_MULTIPLE level of multi-threading support. Moreover, the high number of cores brings new opportunities to parallelize communication libraries, so as to have proper background progression of communication and communication/computation overlap. In this paper, we present pioman, a generic framework to be used by MPI implementations, that brings seamless asynchronous progression of communication by opportunistically using available cores. It uses system threads and thus is composable with any runtime system used for multithreading. Through various benchmarks, we demonstrate that our pioman-based MPI implementation exhibits very good properties regarding overlap, progression, and multithreading, and outperforms state-of-art MPI implementations.
pioman:一个基于pthread的多线程通信引擎
最近的集群体系结构包括每个节点几十个核心,所有核心共享网络资源。为了编写这样的体系结构,混合MPI+线程,特别是MPI+OpenMP的混合模型正变得越来越流行。这对通信库提出了新的要求,例如需要MPI_THREAD_MULTIPLE级别的多线程支持。此外,高核数为并行化通信库带来了新的机会,从而使通信具有适当的后台进度和通信/计算重叠。在本文中,我们提出了pioman,一个用于MPI实现的通用框架,它通过机会性地使用可用的内核来实现通信的无缝异步进展。它使用系统线程,因此可以与用于多线程的任何运行时系统组合。通过各种基准测试,我们证明了基于pioman的MPI实现在重叠、进度和多线程方面表现出非常好的特性,并且优于最先进的MPI实现。
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