COCSN: A Multi-Tiered Cascaded Optical Circuit Switching Network for Data Center

IF 5.3 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Transactions on Cloud Computing Pub Date : 2024-11-11 DOI:10.1109/TCC.2024.3488275
Shuo Li;Huaxi Gu;Xiaoshan Yu;Hua Huang;Songyan Wang;Zeshan Chang
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Abstract

A cascaded network represents a classic scaling-out model in traditional electrical switching networks. Recent proposals have integrated optical circuit switching at specific tiers of these networks to reduce power consumption and enhance topological flexibility. Utilizing a multi-tiered cascaded optical circuit switching network is expected to extend the advantages of optical circuit switching further. The main challenges fall into two categories. First, an architecture with sufficient connectivity is required to support varying workloads. Second, the network reconfiguration is more complex and necessitates a low-complexity scheduling algorithm. In this work, we propose COCSN, a multi-tiered cascaded optical circuit switching network architecture for data center. COCSN employs wavelength-selective switches that integrate multiple wavelengths to enhance network connectivity. We formulate a mathematical model covering lightpath establishment, network reconfiguration, and reconfiguration goals, and propose theorems to optimize the model. Based on the theorems, we introduce an over-subscription-supported wavelength-by-wavelength scheduling algorithm, facilitating agile establishment of lightpaths in COCSN tailored to communication demand. This algorithm effectively addresses scheduling complexities and mitigates the issue of lengthy WSS configuration times. Simulation studies investigate the impact of flow length, WSS reconfiguration time, and communication domain on COCSN, verifying its significantly lower complexity and superior performance over classical cascaded networks.
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COCSN:用于数据中心的多层级联光路交换网络
级联网络是传统电力交换网络中典型的向外扩展模型。最近的建议是在这些网络的特定层集成光电路交换,以降低功耗并增强拓扑灵活性。利用多层级联的光电路交换网络有望进一步扩展光电路交换的优势。主要的挑战分为两类。首先,需要具有足够连接性的体系结构来支持不同的工作负载。其次,网络重构更为复杂,需要低复杂度的调度算法。在这项工作中,我们提出了一种多层级联的数据中心光电路交换网络架构COCSN。COCSN采用波长选择性交换机,集成多个波长以增强网络连通性。我们建立了一个涵盖光路建立、网络重构和重构目标的数学模型,并提出了优化模型的定理。基于这些定理,我们引入了一种支持超订阅的逐波长调度算法,促进了COCSN中根据通信需求量身定制的光路的敏捷建立。该算法有效地解决了调度复杂性,减轻了WSS配置时间过长的问题。仿真研究了流量长度、WSS重构时间和通信域对COCSN的影响,验证了其比经典级联网络显著降低的复杂度和优越的性能。
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来源期刊
IEEE Transactions on Cloud Computing
IEEE Transactions on Cloud Computing Computer Science-Software
CiteScore
9.40
自引率
6.20%
发文量
167
期刊介绍: The IEEE Transactions on Cloud Computing (TCC) is dedicated to the multidisciplinary field of cloud computing. It is committed to the publication of articles that present innovative research ideas, application results, and case studies in cloud computing, focusing on key technical issues related to theory, algorithms, systems, applications, and performance.
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