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Physical layer encryption-based secure slicing in 5G RAN with hybrid-trusted links 具有混合信任链路的 5G RAN 中基于物理层加密的安全切片技术
IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-07-10 DOI: 10.1364/JOCN.522340
Boxin Zhang;Yajie Li;Federico Tonini;Lena Wosinska;Paolo Monti;Jie Zhang
In a 5G radio access network (RAN), network slicing enables dividing a single RAN infrastructure into multiple logical networks, efficiently accommodating services with diverse requirements. Although RAN slicing can help improve resource efficiency and reduce network costs, it is accompanied by various security risks. One of the security threats in RAN slicing is potential eavesdropping, resulting in the leakage of sensitive data within slices. Encryption technologies have been developed to address the eavesdropping problem at different layers in optical networks. We focus on physical layer encryption since it has been demonstrated beneficial in line-speed processing, low latency, and small encryption overhead. The problem of utilizing physical layer encryption technologies to achieve secure RAN slices remains unexplored since physical layer encryption introduces additional hardware costs. In this paper, we study how to realize secure RAN slicing based on physical layer encryption in a metro aggregation network that consists of hybrid-trusted links (i.e., links with different risks for eavesdropping). We propose an integer linear programming (ILP) model and an auxiliary graph-based heuristic for small-scale and large-scale networks, respectively. The objective is to maximize the number of deployed slices and minimize the total cost of secure slice deployment, which includes the costs of servers, line cards (LCs), encryption cards (ECs), and bandwidth resources. To evaluate the benefit of encryption, we compare it with a detour solution, which protects slices by routing through trusted links (i.e., where no additional hardware for encryption is deployed). Simulation results show that the encryption-based solution exhibits a lower cost than the benchmark when the same number of slices are deployed, and it can reduce the blocking ratio by up to 8.5% as slice requests increase. In addition, the average latency of slices is also reduced by up to 14.6%.
在 5G 无线接入网(RAN)中,网络切片可将单个 RAN 基础设施划分为多个逻辑网络,从而有效地满足不同需求的服务。虽然 RAN 分片有助于提高资源效率和降低网络成本,但也伴随着各种安全风险。RAN 切片的安全威胁之一是潜在的窃听,导致敏感数据在切片内泄露。为解决光网络不同层的窃听问题,人们开发了加密技术。我们将重点放在物理层加密上,因为它已被证明有利于线速处理、低延迟和小加密开销。由于物理层加密会带来额外的硬件成本,因此利用物理层加密技术实现安全 RAN 切片的问题仍有待探索。本文研究了如何在由混合信任链路(即具有不同窃听风险的链路)组成的城域汇聚网络中实现基于物理层加密的安全 RAN 切片。我们分别针对小规模和大规模网络提出了整数线性规划(ILP)模型和基于图的辅助启发式。我们的目标是最大化部署切片的数量,最小化安全切片部署的总成本,其中包括服务器、线路卡(LC)、加密卡(EC)和带宽资源的成本。为了评估加密技术的优势,我们将其与迂回解决方案进行了比较,后者通过可信链路路由(即不部署额外的加密硬件)来保护切片。仿真结果表明,在部署相同数量切片的情况下,基于加密的解决方案的成本低于基准方案,而且随着切片请求的增加,它还能将阻塞率降低 8.5%。此外,切片的平均延迟也减少了 14.6%。
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引用次数: 0
Efficient fiber-inspection and certification method for optical-circuit-switched datacenter networks 光路交换数据中心网络的高效光纤检测和认证方法
IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-07-10 DOI: 10.1364/JOCN.527794
Kazuya Anazawa;Takeru Inoue;Toru Mano;Hideki Nishizawa;Eiji Oki
Datacenter networks (DCNs) consisting of optical circuit switches (OCSs) have been considered as a promising solution to dramatically improve their transmission capacity, energy efficiency, and communication latency. To scale optical-circuit-switched DCNs (OCS DCNs), hierarchical OCSs with tens of thousands of optical fibers need to be installed, and they should be inspected before starting datacenter operations. Since traditional DCNs consist of electrical-packet switches (EPSs), the condition and cabling of fibers can be inspected easily by probing neighboring EPSs. However, OCS networks cannot be inspected in the same manner because OCSs cannot transmit and receive probe signals. Thus, we have had to attach and detach a light source and power meter (LSPM) to every switch for probing all the fibers, which takes weeks. This paper proposes an efficient method for inspecting and certifying fibers in an entire DCN without repeating LSPM reattachment. Our method is based on (1) theories on quickly estimating the fiber condition on the basis of the intensity of received probe signals, (2) the maximum allowable loss of each fiber derived from the transceiver budget used in operations, and (3) an algorithm that reduces the number of probes needed. The results from an extensive numerical evaluation indicate that our method inspected a DCN with 18,432 fibers in at most a day, whereas a baseline method involving repeated LSPM reattachment would take more than a week. We also confirmed that our method never produced false negatives and false positives under practical network conditions.
由光路交换机(OCS)组成的数据中心网络(DCN)被认为是一种很有前途的解决方案,可显著提高传输容量、能效和通信延迟。要扩展光路交换 DCN(OCS DCN),需要安装由数万根光纤组成的分层 OCS,并在数据中心开始运行前对其进行检查。由于传统 DCN 由电子数据包交换机(EPS)组成,因此可以通过探测邻近的 EPS 轻松检查光纤的状况和布线。但 OCS 网络无法以同样的方式进行检查,因为 OCS 无法发射和接收探测信号。因此,我们不得不在每个交换机上安装和拆卸光源和功率计(LSPM),以探测所有光纤,这需要花费数周时间。本文提出了一种无需重复安装光源功率计即可检测和认证整个 DCN 中光纤的高效方法。我们的方法基于:(1) 根据接收到的探测信号强度快速估计光纤状况的理论;(2) 根据操作中使用的收发器预算得出的每条光纤的最大允许损耗;(3) 一种减少所需探测次数的算法。广泛的数值评估结果表明,我们的方法最多只需一天时间就能检测一个拥有 18,432 根光纤的 DCN,而涉及重复 LSPM 重接的基线方法则需要一周以上的时间。我们还证实,在实际网络条件下,我们的方法从未产生过假阴性和假阳性。
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引用次数: 0
100-km entanglement distribution with coexisting quantum and classical signals in a single fiber 单根光纤中并存量子和经典信号的 100 公里纠缠分布
IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-07-08 DOI: 10.1364/JOCN.518226
A. Rahmouni;P. S. Kuo;Y. S. Li-Baboud;I. A. Burenkov;Y. Shi;M. V. Jabir;N. Lal;D. Reddy;M. Merzouki;L. Ma;A. Battou;S. V. Polyakov;O. Slattery;T. Gerrits
The development of prototype metropolitan-scale quantum networks is underway and entails transmitting quantum information via single photons through deployed optical fibers spanning several tens of kilometers. The major challenges in building metropolitan-scale quantum networks are compensation for polarization fluctuation, high-precision clock synchronization, and compensation for cumulative transmission time fluctuations. One approach addressing these challenges is to copropagate classical probe signals in the same fiber as the quantum signal. Thus, both signals experience the same conditions, and the changes of the fiber can therefore be monitored and compensated. Here, we demonstrate the distribution of polarization-entangled quantum signals copropagating with the White Rabbit precision time protocol classical signals in the same single-core fiber strand at metropolitan-scale distances. Our results demonstrate the feasibility of this quantum-classical coexistence by achieving high-fidelity entanglement distribution between nodes separated by 100 km of optical fiber. This advancement is a significant step towards the practical implementation of robust and efficient metropolitan-scale quantum networks.
城域量子网络原型的开发工作正在进行中,需要通过部署在几十公里长的光纤中的单光子传输量子信息。建立城域量子网络的主要挑战是偏振波动补偿、高精度时钟同步和累积传输时间波动补偿。应对这些挑战的一种方法是在与量子信号相同的光纤中共同传播经典探测信号。这样,两个信号就会经历相同的条件,从而可以监测和补偿光纤的变化。在这里,我们展示了偏振纠缠量子信号与白兔精密时间协议经典信号在同一根单芯光纤中以大都市尺度的距离共传播的分布情况。我们的研究结果证明了这种量子-经典共存的可行性,在相隔 100 千米光纤的节点之间实现了高保真纠缠分发。这一进展是朝着实际实现稳健高效的城域量子网络迈出的重要一步。
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引用次数: 0
Transport SDN architecture for multi-layer transport slicing 多层传输切片的传输 SDN 架构
IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-07-08 DOI: 10.1364/JOCN.522783
Pablo Armingol Robles;Oscar Gonzalez de Dios;Juan Pedro Fernandez-Palacios Gimenez;Luis M. Contreras;Liesbeth Roelens;Alejandro Muniz Da Costa;Javier Velazquez Martinez;David De La Osa Mostazo
The proposed architecture advances the concept of network slicing, crucial for beyond 5G services, by enabling dynamic resource allocation and customized partitioning in managed network infrastructures. This architecture addresses the challenges of provisioning end-to-end (E2E) slices across diverse network domains, which is complicated by technological heterogeneity and the variety of vendor solutions. By introducing a standardized transport network solution, we ensure seamless integration, equitable treatment of service requests, and the ability to meet diverse demands. The architecture is centered around a multi-layer transport network slicing architecture, which allows for the division of transport networks into virtual autonomous segments, each tailored for specific services or applications. This segmentation is essential for providing differentiated and personalized 5G services, optimizing network performance, and maximizing resource application. A key component of this architecture is the transport slice controller (TSC), which controls the provision and life-cycle management of transport slices, ensuring a standardized approach in the industry for the definition and realization of slices.
通过在可管理网络基础设施中实现动态资源分配和定制分区,拟议的架构推进了网络切片的概念,这对超越 5G 服务至关重要。该架构解决了在不同网络域中提供端到端(E2E)切片的难题,而技术异构性和供应商解决方案的多样性使这一难题变得更加复杂。通过引入标准化的传输网络解决方案,我们确保了无缝集成、服务请求的公平处理以及满足不同需求的能力。该架构以多层传输网络切片架构为核心,可将传输网络划分为虚拟自治网段,每个网段都为特定服务或应用量身定制。这种划分对于提供差异化和个性化的 5G 服务、优化网络性能和最大化资源应用至关重要。该架构的一个关键组成部分是传输分片控制器(TSC),它控制着传输分片的提供和生命周期管理,确保业界采用标准化方法来定义和实现分片。
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引用次数: 0
Optical network topology design to execute many tasks simultaneously in a disaggregated data center 在分散数据中心同时执行多项任务的光网络拓扑设计
IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-26 DOI: 10.1364/JOCN.524628
Akishige Ikoma;Yuichi Ohsita;Masayuki Murata
In a disaggregated data center (DDC), task execution is reliant on the communication between resources, making performance highly sensitive to network quality. An optimized physical network topology is crucial for a DDC. To enable the simultaneous execution of numerous tasks, a substantial number of communicable resource pairs satisfying performance requirements is necessary. We propose a physical topology evaluation metric called the capability of simultaneous task execution (CSTE) and a corresponding physical topology design leveraging CSTE for a DDC equipped with optical networks. CSTE represents the ratio of resources that could be used as a resource communicating with other resources without violating the performance requirements in a situation where tasks up to the maximum number of executable tasks are executed. In addition, we formulated a physical topology design problem aimed at generating a physical network topology capable of maximizing task execution based on CSTE. By solving this optimization problem, we generated topologies and validated their effectiveness via task allocation simulations. The results showed that an optimal topology based on CSTE reduces task blockages by over 50% compared to conventional topologies. In addition, the results exhibited a positive correlation with the number of executable tasks. Through a physical topology design based on CSTE, we could construct a DDC that could handle a larger volume of tasks.
在分解数据中心(DDC)中,任务的执行依赖于资源之间的通信,因此性能对网络质量高度敏感。优化的物理网络拓扑结构对 DDC 至关重要。要同时执行大量任务,必须有大量满足性能要求的可通信资源对。我们提出了一种名为 "同时执行任务能力(CSTE)"的物理拓扑评估指标,并为配备光网络的 DDC 提出了利用 CSTE 的相应物理拓扑设计。CSTE 表示在执行任务达到最大可执行任务数的情况下,在不违反性能要求的前提下,可用作与其他资源通信的资源比例。此外,我们还提出了一个物理拓扑设计问题,旨在根据 CSTE 生成能够最大化任务执行的物理网络拓扑。通过解决这个优化问题,我们生成了拓扑结构,并通过任务分配模拟验证了其有效性。结果表明,与传统拓扑相比,基于 CSTE 的最佳拓扑可减少 50% 以上的任务阻塞。此外,结果还显示出与可执行任务数量的正相关性。通过基于 CSTE 的物理拓扑设计,我们可以构建一个能够处理更多任务的 DDC。
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引用次数: 0
Introduction to the ECOC 2023 Special Edition ECOC 2023 特别版简介
IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-26 DOI: 10.1364/JOCN.533905
Andrew Lord
This special issue includes extensions of optical networking papers that were presented at the European Conference on Optical Communication (ECOC) 2023, held 1–5 October 2023 in Glasgow, Scotland.
本特刊收录了在 2023 年 10 月 1-5 日于苏格兰格拉斯哥举行的 2023 年欧洲光通信会议 (ECOC) 上发表的光网络论文的扩展内容。
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引用次数: 0
Enabling IP-optical integration in core and metro networks [Invited] (ECOC 20 ) 在核心网和城域网中实现 IP/光集成
IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-26 DOI: 10.1364/JOCN.516740
Tony Dicorato;Peter Landon;Pino G. Dicorato;Swamynathan Balasundaram;Matias Schneeberger;Luca Baragiola;Victor Lopez
IP-optical (Internet protocol and optical) integration, or “IP over DWDM (dense wavelength division multiplexing),” is a concept spanning over two decades since the advent of coherent DSP (digital signal processing). In recent years, coherent DSP technology has progressed to a point where it can be integrated on small pluggable form factors that can be equipped in optical line systems and disaggregated transponders or directly in IP routers to support a range of metro and core applications. The option of equipping pluggable digital coherent optics (DCOs) directly in IP routers has the biggest potential for operational cost savings but hinges on the availability of a unified management environment with a single pane of glass to coordinate and automate IP routing and optical transport functions. This work presents alternative software-defined networking (SDN) architectures and evaluates the challenges associated with the evolution to IP over DWDM network architectures. It demonstrates the first, to our knowledge, implementation of the Transport API supporting colored pluggable interfaces in routers in a real network testbed. This work contributes to the realization of end-to-end network management for IP-optical networks, offering operators comprehensive visibility into multi-layer and multi-domain services and empowering revenue generation.
自相干 DSP(数字信号处理)问世以来,IP-optical(互联网协议与光学)集成或 "IP over DWDM(密集波分复用)"是一个跨越二十多年的概念。近年来,相干 DSP 技术已经发展到可以集成在小型可插拔式设备上的程度,这些设备可以装备在光线路系统和分解转发器中,也可以直接装备在 IP 路由器中,以支持一系列城域和核心应用。直接在 IP 路由器中配备可插拔数字相干光学器件(DCO)的方案最有可能节省运营成本,但这取决于是否有一个统一的管理环境,只需一个玻璃面板即可协调和自动执行 IP 路由和光传输功能。这项工作提出了软件定义网络(SDN)架构的替代方案,并评估了与 DWDM 网络架构向 IP 演进相关的挑战。据我们所知,它首次在真实网络测试平台上演示了路由器中支持彩色可插拔接口的传输应用程序接口(Transport API)的实施。这项工作有助于实现 IP 光网络的端到端网络管理,为运营商提供多层多域服务的全面可视性,并提高创收能力。
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引用次数: 0
Advanced optical transceiver and switching solutions for next-generation optical networks 面向下一代光网络的先进光收发器和交换解决方案
IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-24 DOI: 10.1364/JOCN.522102
L. Nadal;R. Martinez;M. Ali;F. J. Vilchez;J. M. Fabrega;M. Svaluto Moreolo;R. Casellas
Innovative transceiver and switching approaches should be explored with special focus on flexibility, energy efficiency, sustainability, and interoperability to be adopted on next-generation 6G optical networks driven by the diverse landscape of emerging applications and services and increasing traffic demand. In this regard, multiband (MB) and spatial division multiplexing (SDM) technologies arise as promising technologies for providing suitable network capacity scaling while fulfilling the stringent requirements of the incoming 6G era. In this paper, innovative MB over SDM (MBoSDM) switching node and sliceable bandwidth/bit rate variable transceiver (S-BVT) architectures with enhanced capabilities and features are proposed and experimentally validated. Different network scenarios have been identified and assessed, enabling up to 180.9 Gb/s S+C+L transmission in back-to-back (B2B) configuration. A MBoSDM scenario including both transceiver and switching solutions is demonstrated, including a 19-core multi-core fiber (MCF) of 25.4 km. Thanks to the transceiver modular and scalable approach, higher capacities can be envisioned by enabling multiple slices working in the different bands beyond the C-band. A power efficiency analysis of the proposed transceiver is also presented, including a pathway towards the integration with a software defined networking (SDN) control plane assisted by energy-aware artificial intelligence (AI)/machine learning (ML) trained models.
在新兴应用和服务多样化以及流量需求不断增长的推动下,下一代 6G 光网络将采用灵活性、能效、可持续性和互操作性为重点的创新收发器和交换方法。在这方面,多频段(MB)和空间分复用(SDM)技术是很有前途的技术,既能提供适当的网络容量扩展,又能满足即将到来的 6G 时代的严格要求。本文提出了具有增强功能和特性的创新型 SDM 上 MB(MBoSDM)交换节点和可切片带宽/比特率可变收发器(S-BVT)架构,并进行了实验验证。确定并评估了不同的网络方案,使背靠背 (B2B) 配置中的 S+C+L 传输速率高达 180.9 Gb/s。演示的 MBoSDM 方案包括收发器和交换解决方案,其中包括一条长 25.4 千米的 19 芯多核光纤 (MCF)。由于采用了收发器模块化和可扩展的方法,可以通过在 C 波段以外的不同频段中启用多个切片来实现更高的容量。此外,还介绍了拟议收发器的能效分析,包括在能源感知人工智能(AI)/机器学习(ML)训练模型的辅助下,与软件定义网络(SDN)控制平面集成的途径。
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引用次数: 0
On the physical layer security of visible light communications empowered by gold nanoparticles 论金纳米粒子赋予可见光通信的物理层安全性
IF 4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-21 DOI: 10.1364/JOCN.520163
Geonho Han;Hyuckjin Choi;Ryeong Myeong Kim;Ki Tae Nam;Junil Choi;Theodoros A. Tsiftsis
Visible light is a proper spectrum for secure wireless communications because of its high directivity and impermeability in indoor scenarios. However, if an eavesdropper is located very close to a legitimate receiver, secure communications become highly risky. In this paper, to further increase the level of security of visible light communication (VLC) and increase its resilience to malicious attacks, we propose to capitalize on the recently synthesized gold nanoparticles (GNPs) with chiroptical properties for circularly polarized light resulting in the phase retardation that interacts with the linear polarizer angle. GNP plates made by judiciously stacking many GNPs perform as physical secret keys. Transmitters send both the intended symbol and artificial noise to exploit the channel variation effect by the GNP plates, which is highly effective when an eavesdropper is located close to the legitimate receiver. A new, to our knowledge, VLC channel model is first developed by representing the effect of GNP plates and linear polarizers in the circular polarization domain. Based on the new channel model, the angles of linear polarizers at the transmitters and legitimate receiver are optimized considering the effect of GNP plates to increase the secrecy rate in wiretapping scenarios. Simulations verify that, when the transmitters are equipped with GNP plates, even if the eavesdropper is located right next to the legitimate receiver, insightful results on the physical layer security metrics are gained as follows: (1) the secrecy rate is significantly improved, and (2) the symbol error rate gap between the legitimate receiver and eavesdropper becomes much larger due to the chiroptical properties of GNP plates.
可见光是安全无线通信的合适频谱,因为它在室内具有高指向性和不渗透性。然而,如果窃听者离合法接收器非常近,安全通信就会变得非常危险。在本文中,为了进一步提高可见光通信(VLC)的安全级别并增强其抵御恶意攻击的能力,我们建议利用最近合成的金纳米粒子(GNPs),这种粒子对圆偏振光来说具有旋光特性,会产生与线性偏振器角度相互作用的相位延迟。通过明智地堆叠许多 GNP 而制成的 GNP 板可用作物理密钥。发射机同时发送预期符号和人工噪声,以利用 GNP 板的信道变化效应,当窃听者靠近合法接收机时,这种方法非常有效。通过在圆极化域中表示 GNP 板和线性偏振器的效应,我们首次建立了一种新的 VLC 信道模型。在新信道模型的基础上,考虑到 GNP 板的影响,对发射器和合法接收器的线性偏振器角度进行了优化,以提高窃听情况下的保密率。仿真验证了当发射器装有 GNP 板时,即使窃听者就在合法接收器旁边,也能在物理层安全指标上获得如下有见地的结果:(1) 保密率显著提高;(2) 由于 GNP 板的自旋特性,合法接收器与窃听器之间的符号错误率差距变得更大。
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引用次数: 0
Photonic device programmability in support of autonomous optical networks 支持自主光网络的光子设备可编程性
IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2024-06-19 DOI: 10.1364/JOCN.521947
Ramon Casellas;Laia Nadal;Ricardo Martinez;Ricard Vilalta;Raul Munoz;Michela Svaluto Moreolo
The emergence and consolidation of increasingly programmable optical devices such as transceivers, amplifiers, multiplexers, or ROADMs—which allow their remote configuration and control by adopting software-defined networking principles such as model-driven development—is enabling the evolution toward gradually more autonomous networks. Such networks leverage device programmability and are able to adapt and react to traffic and network condition changes, e.g., changing modes of operation or reconfiguring the network state, paving the way for the increased adoption of AI/ML models in support of enhanced network operation. In this paper, after a short review of some key elements in the control and orchestration systems of optical networks in support of autonomous networking, we present in detail a proof-of-concept validation of autonomous, closed-loop dynamic adaptation of transceiver operational modes. This includes (i) the design and development of an SDN agent of a multi-band sliceable bandwidth variable transceiver, based on extended OpenConfig terminal device data models; (ii) an SDN controller that performs discovery and management of transceivers’ operational modes and maps to transport API (TAPI) profiles enabling efficient physical layer impairment-aware path computation; (iii) a dedicated externalized path computation element/digital twin that performs adaptation recommendations; and (iv) an MQTT-based telemetry platform for publisher/subscriber based state synchronization between the control plane functional entities to avoid systematic polling.
随着收发器、放大器、多路复用器或 ROADM 等可编程光设备的出现和整合,这些设备可通过采用软件定义网络原则(如模型驱动开发)进行远程配置和控制,从而使网络逐渐向更加自主的方向发展。这种网络利用设备的可编程性,能够适应流量和网络条件的变化并做出反应,例如改变运行模式或重新配置网络状态,为更多地采用人工智能/ML 模型支持增强型网络运行铺平了道路。在本文中,我们简要回顾了光网络控制和协调系统中支持自主组网的一些关键要素,然后详细介绍了收发器运行模式自主闭环动态适应的概念验证。这包括:(i) 基于扩展的 OpenConfig 终端设备数据模型,设计和开发多频段可切片带宽可变收发器的 SDN 代理;(ii) SDN 控制器,用于发现和管理收发器的运行模式,并映射到传输 API(TAPI)配置文件,从而实现高效的物理层损伤感知路径计算;(iv) 基于 MQTT 的遥测平台,用于控制平面功能实体之间基于发布者/订阅者的状态同步,以避免系统性轮询。
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引用次数: 0
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Journal of Optical Communications and Networking
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