Congestion control analysis of optical packet switch for optical data center applications

Q3 Engineering Journal of Optical Communications Pub Date : 2023-09-12 DOI:10.1515/joc-2023-0236
Utkarsh Shukla, Archana Singh, Neeraj Singhal
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Abstract

Abstract Optical data centers serve as the backbone of modern networking, facilitating seamless connectivity for users across the globe. The connection between users and the optical data centers is established through various network topologies, which play a critical role in determining the traffic characteristics. The design and implementation of these network topologies, along with the assortment of applications hosted on optical data centers, significantly influence the flow of data within the network. The advent of cloud computing has further revolutionized optical data center operations, leading to the coexistence of a wide range of applications on different optical data center switches. As a result, the traffic characteristics observed on each optical data center switch vary significantly. This diversity in traffic patterns necessitates a comprehensive understanding of how data arrival is managed and handled by the networking infrastructure. In this paper, we explore the concept of a random traffic model for data arrival on Top of Rack (ToR) switches, which represent a crucial component of optical data center networking. In the modeling, small world model is considered. The effect of buffering and packet priorities is observed on traffic shaping. Finally, to evaluate the effectiveness of the traffic shaping techniques, we measure the packet loss performance of ToR switches and found to be as low as 10 −4 even at the higher loads. Blocking performance provides valuable insights into how effectively the optical data center network manages incoming data and avoids congestion or bottlenecks.
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面向光数据中心应用的光分组交换机拥塞控制分析
光数据中心是现代网络的骨干,为全球用户提供无缝连接。用户与光数据中心之间的连接是通过各种网络拓扑建立的,网络拓扑对流量特性的决定起着至关重要的作用。这些网络拓扑的设计和实现,以及托管在光数据中心上的应用程序的分类,对网络中的数据流有很大的影响。云计算的出现进一步革新了光数据中心的运营方式,使得各种应用在不同的光数据中心交换机上共存。因此,在每个光数据中心交换机上观察到的流量特征差异很大。这种流量模式的多样性要求全面了解网络基础设施如何管理和处理数据到达。在本文中,我们探讨了数据到达机架上交换机(ToR)的随机流量模型的概念,ToR交换机是光数据中心网络的关键组成部分。在建模中,考虑了小世界模型。观察了缓冲和分组优先级对流量整形的影响。最后,为了评估流量整形技术的有效性,我们测量了ToR交换机的丢包性能,发现即使在更高的负载下,丢包性能也低至10−4。阻塞性能为了解光数据中心网络如何有效地管理传入数据并避免拥塞或瓶颈提供了有价值的见解。
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来源期刊
Journal of Optical Communications
Journal of Optical Communications Engineering-Electrical and Electronic Engineering
CiteScore
2.90
自引率
0.00%
发文量
86
期刊介绍: This is the journal for all scientists working in optical communications. Journal of Optical Communications was the first international publication covering all fields of optical communications with guided waves. It is the aim of the journal to serve all scientists engaged in optical communications as a comprehensive journal tailored to their needs and as a forum for their publications. The journal focuses on the main fields in optical communications
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