Centralized and distributed approaches to control optical point-to-multipoint systems near-real-time

IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Journal of Optical Communications and Networking Pub Date : 2024-04-26 DOI:10.1364/JOCN.516137
H. Shakespear-Miles;Q. Lin;S. Barzegar;M. Ruiz;X. Chen;L. Velasco
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Abstract

Optical point-to-multipoint (P2MP) connectivity based on digital subcarrier multiplexing (DSCM) has been shown as a solution for the metro-access segment that is able to reduce capital and operational costs and support the capacity and high dynamicity needs of future 6G services. To achieve maximum performance, activation and deactivation of subcarriers must be done near-real-time to provide just the capacity needed to support the input traffic. In this paper, we investigate the applicability of various approaches capable of supporting the near-real-time operation requirement. Starting from the centralized approach that can be carried out on the centralized software-defined networking (SDN) controller, we also explore distributed approaches that might relieve the SDN controller from near-real-time operation. In particular, we explore the performance of deploying a multiagent system (MAS), where intelligent agents run on top of the nodes in the P2MP tree and communicate among them. Illustrative results show that the distributed approaches can achieve a performance close to that of the centralized one, while reducing communication needs. Results also show the importance of traffic/capacity prediction to anticipate the activation of subcarriers.
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近实时控制光点对点多点系统的集中式和分布式方法
基于数字子载波复用(DSCM)的光点对点多点(P2MP)连接已被证明是城域接入网段的一种解决方案,能够降低资本和运营成本,支持未来 6G 服务对容量和高动态性的需求。为了实现最高性能,必须近乎实时地激活和停用子载波,以提供支持输入流量所需的容量。在本文中,我们研究了能够支持近实时操作要求的各种方法的适用性。从可在集中式软件定义网络(SDN)控制器上执行的集中式方法开始,我们还探索了可减轻 SDN 控制器近实时操作负担的分布式方法。特别是,我们探索了部署多代理系统(MAS)的性能,在该系统中,智能代理运行在 P2MP 树中的节点之上,并在它们之间进行通信。示例结果表明,分布式方法可以实现接近集中式方法的性能,同时减少通信需求。结果还显示了流量/容量预测对预测子载波激活的重要性。
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来源期刊
CiteScore
9.40
自引率
16.00%
发文量
104
审稿时长
4 months
期刊介绍: The scope of the Journal includes advances in the state-of-the-art of optical networking science, technology, and engineering. Both theoretical contributions (including new techniques, concepts, analyses, and economic studies) and practical contributions (including optical networking experiments, prototypes, and new applications) are encouraged. Subareas of interest include the architecture and design of optical networks, optical network survivability and security, software-defined optical networking, elastic optical networks, data and control plane advances, network management related innovation, and optical access networks. Enabling technologies and their applications are suitable topics only if the results are shown to directly impact optical networking beyond simple point-to-point networks.
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