A Weighted ECMP Load Balancing Scheme for Data Centers Using P4 Switches

Jin-Li Ye, Chien Chen, Yu-Huang Chu
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引用次数: 28

Abstract

This paper proposes a weighted Equal-cost multipath (W-ECMP) scheme in datacenters using a Programmable Data plane. Nowadays, data center networks face ongoing challenges for higher performance and greater efficiency. Equal-cost multi-path (ECMP) routing, the most common load-balancing scheme used on data center networks, tries to balance the traffic without awareness of the network congestion. To overcome this problem, CONGA and HULA are proposed successively. CONGA has implemented customized ASIC as a part of the switch fabric to collect congestion information distributively. Nevertheless, ASICs solution shows a lack of scalability and flexibility. However, although HULA solves some problems of CONGA by using p4 switch, best path selection strategy in HULA only selects and records the best path, which makes it easy to congest the best path, and HULA uses probes that waste bandwidth and deteriorate the performance. To solve the problems of HULA, W-ECMP chooses a path with a weighted probability to avoid congesting a path quickly. W-ECMP encapsulates the path congestion information into the normal traffic similar to the concept of Inband Network Telemetry (INT) in P4, which increases updating speed as the network loading increases. From experimental results, W - ECMP performs better than HULA does in average flow completion time (FCT).
基于P4交换机的数据中心加权ECMP负载均衡方案
提出了一种基于可编程数据平面的数据中心加权等代价多路径(W-ECMP)方案。如今,数据中心网络面临着更高性能和效率的持续挑战。等价多路径路由(ECMP)是数据中心网络中最常用的负载平衡方案,它试图在不感知网络拥塞的情况下平衡流量。为了克服这一问题,先后提出了CONGA和HULA算法。CONGA实现了定制的ASIC作为交换结构的一部分,以分布式地收集拥塞信息。然而,asic解决方案缺乏可扩展性和灵活性。然而,尽管HULA利用p4交换解决了CONGA的一些问题,但HULA的最佳路径选择策略只选择和记录最佳路径,容易造成最佳路径的拥塞,而且HULA使用探针,浪费带宽,降低性能。为了解决HULA问题,W-ECMP采用加权概率选择路径,避免路径快速拥堵。W-ECMP将路径拥塞信息封装到正常流量中,类似于P4中的带内网络遥测(INT)概念,它随着网络负载的增加而提高更新速度。实验结果表明,W - ECMP在平均完井时间(FCT)方面优于HULA。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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