Reconfigurable optical wireless applications in data centers

M. Kavehrad
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引用次数: 9

Abstract

Data centers (DCs) are a critical piece of today's networked applications in both private and public sectors. The key factors that have driven this trend are economies of scale, reduced management costs, better utilization of hardware via statistical multiplexing, and the ability to elastically scale applications in response to changing workload patterns. A robust datacenter network fabric is fundamental to the success of DCs and to ensure that the network does not become a bottleneck for high-performance applications. In this context, DC network design must satisfy several goals: high performance (e.g., high throughput and low latency), low equipment and management cost, robustness to dynamic traffic patterns, incremental expandability to add new servers or racks, and other practical concerns such as cabling complexity, and power and cooling costs. Current DC network architectures do not seem to provide a satisfactory solution, with respect to the above requirements. In particular, traditional static (wired) networks are either: (i) overprovisioned to account for worst-case traffic patterns, and thus incur high cost (e.g., fat-trees or Clos), or (ii)oversubscribed (e.g., simple trees or leaf-spine architectures) which incur low cost but offer poor performance due to congested links. Recent works have tried to overcome the above limitations by augmenting a static (wired) “core” with some flexible links (RF-wireless or optical). These augmented architectures show promise, but offer only incremental improvement in performance. Specifically, RF-wireless based augmented solutions also offer only limited performance improvement, due to inherent interference and range constraints of RF links. Optical solutions offer high-bandwidth links and low latency, but have limited scalability, offer only limited flexibility (e.g., bipartitematchings between the racks), and have a single point of failure. Furthermore, all the above architectures incur high cabling cost and complexity.
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数据中心的可重构光无线应用
数据中心(dc)是当今私营和公共部门网络应用程序的重要组成部分。推动这一趋势的关键因素是规模经济、降低管理成本、通过统计多路复用更好地利用硬件,以及根据不断变化的工作负载模式灵活扩展应用程序的能力。健壮的数据中心网络结构是数据中心成功的基础,并确保网络不会成为高性能应用程序的瓶颈。在这种情况下,数据中心网络设计必须满足几个目标:高性能(例如,高吞吐量和低延迟)、低设备和管理成本、对动态流量模式的鲁棒性、添加新服务器或机架的增量可扩展性,以及其他实际问题,如布线复杂性、电源和冷却成本。就上述要求而言,当前的数据中心网络架构似乎并没有提供一个令人满意的解决方案。特别是,传统的静态(有线)网络要么:(i)过度配置以考虑最坏情况的流量模式,从而产生高成本(例如,胖树或Clos),要么(ii)过度订阅(例如,简单的树或叶脊架构),其产生低成本,但由于链路拥塞而提供较差的性能。最近的工作试图通过增加一些柔性链路(rf无线或光学)的静态(有线)“核心”来克服上述限制。这些增强的体系结构显示出了希望,但在性能上只提供了增量改进。具体来说,由于射频链路的固有干扰和范围限制,基于射频无线的增强解决方案也只能提供有限的性能改进。光解决方案提供高带宽链路和低延迟,但具有有限的可扩展性,仅提供有限的灵活性(例如,机架之间的两方匹配),并且具有单点故障。此外,上述所有架构都会产生较高的布线成本和复杂性。
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