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A new proposal to deal with congestion in InfiniBand-based fat-trees

机译:解决基于InfiniBand的胖树拥塞的新建议

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摘要

The overall performance of High-Performance Computing applications may depend largely on the performance achieved by the network interconnecting the end-nodes; thus high-speed interconnect technologies like InfiniBand are used to provide high throughput and low latency. Nevertheless, network performance may be degraded due to congestion; thus using techniques to deal with the problems derived from congestion has become practically mandatory. In this paper we propose a straightforward congestion-management method suitable for fat-tree topologies built from InfiniBand components. Our proposal is based on a traffic-flow-to-service-level mapping that prevents, as much as possible with the resources available in current InfiniBand components (basically Virtual Lanes), the negative impact of the two most common problems derived from congestion: head-of-line blocking and buffer-hogging. We also provide a mathematical approach to analyze the efficiency of our proposal and several ones, by means of a set of analytical metrics. In certain traffic scenarios, we observe up to a 68% of the ideal performance gain that could be achieved in HoL-blocking and buffer-hogging prevention.
机译:高性能计算应用程序的整体性能可能在很大程度上取决于通过互连末端节点的网络获得的性能。因此,诸如InfiniBand之类的高速互连技术可用于提供高吞吐量和低延迟。但是,由于拥塞,网络性能可能会降低;因此,使用技术来解决由拥塞引起的问题已成为实际上的强制性措施。在本文中,我们提出了一种简单的拥塞管理方法,该方法适用于由InfiniBand组件构建的胖树拓扑。我们的建议基于从流量到服务级别的映射,该映射尽可能避免使用当前InfiniBand组件(基本上是虚拟通道)中的可用资源,这是由拥塞引起的两个最常见问题的负面影响:行头阻塞和缓冲区占用。我们还提供了一种数学方法,可以通过一套分析指标来分析我们的建议和一些建议的效率。在某些流量情况下,我们观察到在阻止HoL阻塞和防止缓冲区溢出方面可以达到理想性能的68%。

著录项

  • 来源
    《Journal of Parallel and Distributed Computing》 |2014年第1期|1802-1819|共18页
  • 作者单位

    Computer Systems Department, Escuela Superior de Ingenieria Informatica, Universidad de Castilla-La Mancha, Campus Universitario, s 02071, Albacete, Spain;

    Computer Systems Department, Escuela Superior de Ingenieria Informatica, Universidad de Castilla-La Mancha, Campus Universitario, s 02071, Albacete, Spain;

    Computer Systems Department, Escuela Superior de Ingenieria Informatica, Universidad de Castilla-La Mancha, Campus Universitario, s 02071, Albacete, Spain;

    Simula Research Laboratory, Martin Linges vei 17, Fornebu-Oslo, Norway;

    Simula Research Laboratory, Martin Linges vei 17, Fornebu-Oslo, Norway,University of Oslo, Postboks 1080 Blindem, 0316 Oslo, Norway;

    Simula Research Laboratory, Martin Linges vei 17, Fornebu-Oslo, Norway,University of Oslo, Postboks 1080 Blindem, 0316 Oslo, Norway;

    Department of Computer Engineering (DISCA), Universitat Politecnca de Valencia, Camino de Vera, s 46071, Valencia, Spain,Simula Research Laboratory, Martin Linges vei 17, Fornebu-Oslo, Norway;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    High-performance computing; Interconnection networks; Fat-trees; InfiniBand; Congestion management;

    机译:高性能计算;互连网络;胖树InfiniBand;拥塞管理;

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