网络适配器:MPI应用程序和网络性能之间缺失的一环

G. Rodríguez, C. Minkenberg, R. Luijten, R. Beivide, P. Geoffray, J. Labarta, M. Valero, Steve Poole
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引用次数: 1

摘要

影响成本和性能的网络设计方面可以根据其与应用程序的距离分为拓扑、交换技术、链路技术、网络适配器和通信库等问题。与网络中的任何其他组件相比,网络适配器具有特权地位,可以根据更多的全局信息做出决策。它接收来自交换机的反馈和来自通信库和应用程序的请求。此外,与网络交换机相比,适配器可以访问更多的内存(主机内存和片上内存)和内存带宽(通常超过网络带宽)。适配器改善全球网络性能的潜力尚未得到充分利用。在这项工作中,我们通过优化消息分段和数据包注入策略,展示了典型HPC通信模式中中型消息交换的一系列显著性能改进(至少10%到15%),这些改进可以在适配器的固件中实现,成本较低。我们还表明,在交换机(而不是适配器)中实现等效的解决方案,与通过在适配器上控制分段和注入策略获得的解决方案相比,只会带来边际性能改进,同时涉及更多的成本。此外,增强适配器将降低交换机的硬件复杂性,从而降低成本和能耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Network Adapter: The Missing Link between MPI Applications and Network Performance
Network design aspects that influence cost and performance can be classified according to their distance from the applications, into issues concerning topology, switch technology, link technology, network adapter, and communication library. The network adapter has a privileged position to take decisions with more global information than any other component in the network. It receives feedback from the switches and requests from the communication libraries and applications. Also, compared to a network switch, an adapter has access to significantly more memory (host memory and on-chip memory) and memory bandwidth (which typically exceeds network bandwidth). The potential of the adapter to improve global network performance has not yet been fully exploited. In this work we show a series of noticeable performance improvements (of at least 10% to 15%) for medium-sized message exchanges in typical HPC communication patterns by optimizing message segmentation and packet injection policies, that can be implemented in an adapter's firmware inexpensively. We also show that implementing equivalent solutions in the switch (as opposed to the adapter) leads to only marginal performance improvements as the ones obtained by controlling the segmentation and injection policy at the adapter, while involving significantly more cost. In addition, enhancing the adapter will lead to less hardware complexity in the switches, thus reducing cost and energy consumption.
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