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Practical TDMA for Datacenter Ethernet

机译:适用于数据中心以太网的实用TDMA

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摘要

Cloud computing is placing increasingly stringent demands on datacenter networks. Applications like MapReduce and Hadoop demand high bisection bandwidth to support their all-to-all shuffle communication phases. Conversely. Web services often rely on deep chains of relatively lightweight RPCs. While HPC vendors market niche hardware solutions, current approaches to providing high-bandwidth and low-latency communication in the datacenter exhibit significant inefficiencies on commodity Ethernet hardware. We propose addressing these challenges by leveraging the tightly coupled nature of the datacenter environment to apply time-division multiple access (TDMA). We design and implement a TDMA MAC layer for commodity Ethernet hardware that allows end hosts to dispense with TCP's re-liability and congestion control. We evaluate the practicality of our approach and find that TDMA slots as short as 100s of microseconds are possible. We show that partitioning link bandwidth and switch buffer space to flows in a TDMA fashion can result in higher bandwidth for MapReduce shuffle workloads, lower latency for RPC workloads in the presence of background traffic, and more efficient operation in highly dynamic and hybrid optical/electrical networks.
机译:云计算对数据中心网络提出了越来越严格的要求。诸如MapReduce和Hadoop之类的应用程序需要较高的二等分带宽,以支持其所有混洗通信阶段。反过来。 Web服务通常依赖于相对轻量的RPC的深层链。尽管HPC供应商销售利基硬件解决方案,但当前在数据中心提供高带宽和低延迟通信的方法在商用以太网硬件上表现出明显的低效。我们建议通过利用数据中心环境的紧密耦合特性来应用时分多址(TDMA)来应对这些挑战。我们为商品以太网硬件设计并实现了TDMA MAC层,该层允许最终主机免除TCP的可靠性和拥塞控制。我们评估了这种方法的实用性,发现短至100微秒的TDMA时隙是可能的。我们显示,以TDMA方式划分链路带宽和将缓冲区空间切换为流可导致MapReduce混洗工作负载的带宽更高,在存在后台流量的情况下RPC工作负载的延迟更低,以及在高动态和混合光/电模式下更高效的操作网络。

著录项

  • 来源
  • 会议地点 Bern(CH)
  • 作者单位

    Department of Computer Science and Engineering University of California. San Diego;

    Department of Computer Science and Engineering University of California. San Diego;

    Department of Computer Science and Engineering University of California. San Diego;

    Department of Computer Science and Engineering University of California. San Diego;

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

    Datacenter; TDMA; Ethernet.;

    机译:数据中心; TDMA;以太网。;
  • 入库时间 2022-08-26 14:00:05

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