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Introduction to the OFC 2018 special issue OFC 2018特刊简介
Pub Date : 2018-12-21 DOI: 10.1364/JOCN.11.00OFC1
J. M. Simmons
This special issue includes extensions of invited and top-scored optical networking papers that were presented at the Optical Fiber Communication (OFC) Conference, held in San Diego, CA, March 11-15, 2018. We present an overview of the array of topics covered in the papers, tied in with some historical perspectives on OFC.
本特刊包括2018年3月11日至15日在加州圣地亚哥举行的光纤通信(OFC)会议上发表的受邀和高分光网络论文的扩展。我们概述了论文中涵盖的一系列主题,并结合了一些关于OFC的历史观点。
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引用次数: 0
Coherent receiver DSP implemented on a general-purpose server for a full software-defined access system 相干接收机DSP在通用服务器上实现,用于全软件定义接入系统
Pub Date : 2018-11-02 DOI: 10.1364/JOCN.11.000A96
Sang-Yuep Kim, Takahiro Suzuki, J. Kani, A. Otaka
To accommodate the service paradigm shift driven by the now amazingly wide variety of services, telecom operators must overcome many challenges in redesigning their network infrastructure to attain system flexibility, scalability, and cost effectiveness. A key part of the solution is the recent advent of network virtualization based on commodity hardware. We propose a unique edge-server architecture that combines network virtualiza- tion with advanced digital signal processing (DSP) technology. Our architecture has the server's central processing unit running application layer functions and a generalpurpose accelerator running dissimilar physical layer functions, including advanced DSP. To elucidate the power budget capability of our coherent detection scheme, a hardware experiment demonstrates the optical power budget of 45.2 dB for quadrature phase-shift keying signals of 5 Gbit/s bit rate.
为了适应服务范式的转变,电信运营商必须克服许多挑战,重新设计他们的网络基础设施,以获得系统的灵活性、可伸缩性和成本效益。该解决方案的一个关键部分是最近出现的基于商用硬件的网络虚拟化。我们提出了一种独特的边缘服务器架构,将网络虚拟化与先进的数字信号处理(DSP)技术相结合。我们的架构有运行应用层功能的服务器中央处理单元和运行不同物理层功能的通用加速器,包括高级DSP。为了验证我们的相干检测方案的功率预算能力,硬件实验表明,对于5 Gbit/s比特率的正交相移键控信号,光功率预算为45.2 dB。
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引用次数: 10
P4 Edge node enabling stateful traffic engineering and cyber security P4边缘节点,支持状态流量工程和网络安全
Pub Date : 2018-10-29 DOI: 10.1364/JOCN.11.000A84
F. Paolucci, F. Civerchia, A. Sgambelluri, A. Giorgetti, F. Cugini, P. Castoldi
Next-generation edge nodes interfacing innovative IT clusters, 5G fronthaul, and internet of things (IoT) gateways to the optical metro/core network will require advanced and dynamic online quality of service (QoS) per-flow traffic treatment, assuring ultra-low latency requirements. However, current software-defined networking (SDN) implementations (e.g., OpenFlow) do not support forwarding procedures based on the network state, profile variations, and the history of flow statistics at the node level. Currently, such procedures require intervention by the SDN controller, leading to scalability issues and additional latency in data plane forwarding. Moreover, severe security challenges are expected to affect such nodes and threaten IT resources. Thus, increasing bandwidths will require direct deep packet inspection to avoid involvement of the SDN controller, as performed currently, or dedicated and costly security systems. This paper leverages on the potential of the programming protocol-independent packet processors (P4) open source language, recently introduced by the inventors of OpenFlow, to program the data plane structure and behavior of an SDN switch. P4 is able to instantiate custom pipelines and stateful objects, enabling complex workflows, user-defined protocols/headers, and finite state machines enforcement. Moreover, P4 allows portable implementations over different hardware targets, thus opening the way to open source fully programmable devices. Special effort is dedicated to motivate and apply P4 within a multilayer edge scenario, proposing the architecture and the applicability of an SDN P4-enabled packet-over-optical node. Moreover, three specific multilayer use cases covering dynamic traffic engineering (TE) (e.g., traffic offload and optical bypass) and cybersecurity (e.g., distributed denial of service port scan) are discussed and addressed through P4-based solutions. Experimental evaluations have been conducted over a multilayer SDN network exploiting reference P4 software switches (i.e., the behavioral model version 2, or BMV2) and field-programmable gate arrays (FPGAs) at 10 gigabit Ethernet optical interfaces. Extensive results report effective dynamic TE and cybersecurity mitigation enforcement at P4 switches without any controller intervention, showing excellent scalability performance and overall latencies practically in line with current commercial OpenFlow switches.
下一代边缘节点将创新的IT集群、5G前传和物联网(IoT)网关连接到光城域网/核心网,将需要先进和动态的在线服务质量(QoS)每流流量处理,确保超低延迟要求。然而,当前的软件定义网络(SDN)实现(如OpenFlow)不支持基于网络状态、配置文件变化和节点级流量统计历史的转发过程。目前,此类过程需要SDN控制器的干预,从而导致可伸缩性问题和数据平面转发的额外延迟。同时,这些节点将面临严峻的安全挑战,威胁IT资源。因此,不断增加的带宽将需要直接的深度数据包检测,以避免当前执行的SDN控制器或专用且昂贵的安全系统的参与。本文利用了编程协议无关的包处理器(P4)开源语言的潜力,该语言最近由OpenFlow的发明者引入,用于编程SDN交换机的数据平面结构和行为。P4能够实例化自定义管道和有状态对象,从而支持复杂的工作流、用户定义的协议/头以及有限状态机的实施。此外,P4允许在不同硬件目标上实现可移植实现,从而为开源完全可编程设备开辟了道路。特别努力致力于在多层边缘场景中激发和应用P4,提出支持SDN P4的光上分组节点的架构和适用性。此外,还讨论了三个特定的多层用例,包括动态流量工程(TE)(例如,流量分流和光bypass)和网络安全(例如,分布式拒绝服务端口扫描),并通过基于p4的解决方案解决了这些用例。实验评估已经在利用参考P4软件交换机(即行为模型版本2或BMV2)和现场可编程门阵列(fpga)的多层SDN网络上进行,该网络采用10千兆以太网光接口。广泛的结果表明,P4交换机在没有任何控制器干预的情况下有效地实施了动态TE和网络安全缓解措施,显示出出色的可扩展性性能和总体延迟,实际上与当前的商用OpenFlow交换机一致。
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引用次数: 59
Statistical data compression and differential coding for digital radio-over-fiber-based mobile fronthaul 基于光纤的数字无线移动前传的统计数据压缩和差分编码
Pub Date : 2018-10-22 DOI: 10.1364/JOCN.11.000A60
Mu Xu, Z. Jia, Jing Wang, L. A. Campos, G. Chang
Digital radio over fiber (D-RoF), one of the candidates for 5G mobile fronthaul networks, is known for its high reliability and strong robustness against nonlinear channel degradations, which makes it suitable for short-reach fronthaul links supporting ultra-reliable low-latency communication in 5G. However, traditional D-RoF technology is limited by its lower bandwidth efficiency. In this paper, based on our previous work, advanced data-compression techniques with adaptive non-uniform quantizers and differential coding are discussed for a significant improvement of bandwidth efficiency in fronthaul networks. High-order differential coding based on a least- mean-square algorithm has been proposed to further improve the compression ratio with low complexity and high adaptability. By jointly applying a non-uniform quantizer and a differentiator, the signal-to-quantization-noise ratio and bandwidth efficiency can be improved by around 10 dB and 40%-60%, respectively, depending on the modulation formats in our proposed solution. We have experimentally demonstrated the transmission of 200 Gbps fronthaul links over a fiber distance of 80 km. The system is capable of encapsulating 110 × 120 MHz 5G new radio carriers with error-vector magnitude lower than 0.8%.
光纤数字无线电(D-RoF)是5G移动前传网络的候选者之一,以其高可靠性和对非线性信道退化的强鲁棒性而闻名,这使得它适合于支持5G超可靠低延迟通信的短距离前传链路。然而,传统的D-RoF技术受到带宽效率较低的限制。本文在前人工作的基础上,讨论了采用自适应非均匀量化和差分编码的先进数据压缩技术,以显著提高前传网络的带宽效率。为了进一步提高压缩比,提出了一种基于最小均方算法的高阶差分编码,具有低复杂度和高适应性。通过联合应用非均匀量化器和微分器,信号-量化-噪声比和带宽效率可以分别提高约10 dB和40%-60%,具体取决于我们提出的解决方案中的调制格式。我们已经通过实验证明了在80公里的光纤距离上传输200 Gbps的前传链路。该系统能够封装110 × 120 MHz的5G新型无线载波,误差矢量幅度低于0.8%。
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引用次数: 16
Convolutional neural network-based optical performance monitoring for optical transport networks 基于卷积神经网络的光传输网络性能监测
Pub Date : 2018-10-22 DOI: 10.1364/JOCN.11.000A52
T. Tanimura, T. Hoshida, T. Kato, Shigeki Watanabe, H. Morikawa
To address the open and diverse situation of future optical networks, it is necessary to find a methodology to accurately estimate the value of a target quantity in an optical performance monitor (OPM) depending on the high-level monitoring objectives declared by the network operator. Using machine learning techniques partially enables a trainable OPM; however, it still requires the feature selection before the learning process. Here, we show the OPM that uses a convolutional neural network (CNN) with a digital coherent receiver to deal with the abundance of training data required for convergence and pre-processing of input data by human engineers needed for feature (representation) extraction. To proof a concept of the OPM based on CNN, we experimentally demonstrate that a CNN can learn an accurate optical signal-to-noise-ratio (OSNR) estimation functionality from asynchronously sampled data right after intradyne coherent detection. We evaluate bias errors and standard deviations of a CNN-based OSNR estimator for six combinations of modulation formats and symbol rates and confirm that the proposed OSNR estimator can provide accurate estimation results (<0.4 dB bias errors and standard deviations). Additionally, we investigate filters in the trained CNN to reveal what the CNN learned in the training phase. This is a valuable step toward designing autonomous "self-driving" optical networks.
为了应对未来光网络开放和多样化的形势,有必要根据网络运营商声明的高级监测目标,找到一种方法来准确估计光性能监视器(OPM)中目标数量的值。使用机器学习技术部分实现可训练的OPM;但是,它仍然需要在学习过程之前进行特征选择。在这里,我们展示了OPM,它使用卷积神经网络(CNN)和数字相干接收器来处理大量的训练数据,这些训练数据是人类工程师用于特征(表示)提取所需的收敛和预处理输入数据所必需的。为了证明基于CNN的OPM概念,我们通过实验证明了CNN可以在内相干检测后立即从异步采样数据中学习精确的光信噪比(OSNR)估计功能。我们评估了六种调制格式和符号速率组合下基于cnn的OSNR估计器的偏置误差和标准差,并证实了所提出的OSNR估计器可以提供准确的估计结果(<0.4 dB的偏置误差和标准差)。此外,我们研究了训练CNN中的过滤器,以揭示CNN在训练阶段学到了什么。这是设计自主“自动驾驶”光网络的重要一步。
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引用次数: 50
Disaggregation of time-critical applications in flexible access system architecture [invited] 灵活接入系统架构中时间关键应用的分解[特邀]
Pub Date : 2018-10-08 DOI: 10.1364/JOCN.11.000A33
K. Asaka, H. Ujikawa, H. Uzawa, Hirotaka Nakamura, J. Kani, A. Otaka, J. Terada
To quickly meet the diverse requirements imposed by emerging new services on optical access networks, we recently proposed the new concept of "flexible access system architecture" (FASA), which features the disaggregation of time-critical applications. This paper introduces our activities on FASA along with related technical trends. As our key ongoing challenge, the modularization of the dynamic bandwidth assignment function in a passive optical network is reviewed, and information on its use cases, approach, and sequences is given. Furthermore, a reference hardware implementation of FASA for mobile service is described.
为了快速满足新兴业务对光接入网的多样化需求,我们最近提出了“灵活接入系统架构”(FASA)的新概念,其特点是对时间关键型应用进行分解。本文介绍了我们在FASA方面的工作以及相关的技术发展趋势。作为我们目前面临的主要挑战,本文回顾了无源光网络中动态带宽分配函数的模块化,并给出了其用例、方法和序列的信息。此外,还描述了用于移动服务的FASA的参考硬件实现。
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引用次数: 8
How 64 GBaud optical carriers maximize the capacity in core elastic WDM networks with fewer transponders per Gb/s 64gbaud光载波如何在每Gb/s应答器较少的核心弹性WDM网络中最大限度地提高容量
Pub Date : 2018-10-05 DOI: 10.1364/JOCN.11.000A20
T. Zami, B. Lavigne, M. Bertolini
Following the extensive investigations of the research community throughout the last five years regarding transmission performance when roughly doubling the channel symbol rate in WDM systems from generic 32 GBaud to more than 60 GBaud, this evolution is about to appear in the field in the next twelve months. The general sense is that it will reduce the cost per transmitted gigabit per second (Gb/s), once the related faster optoelectronic interfaces become mature enough. This paper refines this consideration by quantifying the related transponders saving per Gb/s on three distinct backbone WDM networks equipped with elastic optoelectronic regenerators. It also reports how much extra network capacity stems from routing individual 64 GBaud subcarriers 75 GHz apart to serve connections, the capacities of which range from 100 Gb/s to 1 Tb/s. It eventually discusses the impact on the network performance when constraining the regenerators' placement along the light paths of the accommodated services or when simplifying the elastic regenerators by avoiding internal electrical traffic regrooming.
在过去的五年中,研究团体对WDM系统中的信道符号速率从一般的32 GBaud大约翻倍到60 GBaud以上的传输性能进行了广泛的调查,这一演变将在未来12个月内出现在该领域。一般意义上,一旦相关的更快的光电接口变得足够成熟,它将降低每千兆每秒(Gb/s)传输的成本。本文通过量化配备弹性光电再生器的三种不同骨干WDM网络上每Gb/s的相关应答器节省量来细化这一考虑。它还报告了有多少额外的网络容量来自于将64 GBaud子载波分开75 GHz来提供连接,其容量范围从100 Gb/s到1 Tb/s。最后讨论了当限制再生器沿所容纳业务的光路放置或通过避免内部电流量重整来简化弹性再生器时对网络性能的影响。
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引用次数: 10
Digital signal processing for high-speed fiber-wireless convergence [invited] 高速光纤-无线融合的数字信号处理[特邀]
Pub Date : 2018-09-28 DOI: 10.1364/JOCN.11.000A11
Huaiyu Zeng, Xiang Liu, Sharief Megeed, Andy Shen, F. Effenberger
We review recent advances in the field of fiber-wireless convergence to better support cloud radio access networks via high-speed low-latency mobile fronthaul between remote radio units and baseband units. We also present how digital signal processing (DSP) may be used to support both common public radio interfaces (CPRI) in a point-to-point architecture and Ethernet-based CPRI in a point-to-multipoint architecture to achieve high bandwidth efficiency and low processing latency. The use of DSP-enabled next-generation passive optical networks (PON), such as 50 Gb/s PON, to support mobile fronthaul in a resource-efficient manner will also be discussed.
我们回顾了光纤无线融合领域的最新进展,通过远程无线电单元和基带单元之间的高速低延迟移动前传,更好地支持云无线接入网络。我们还介绍了如何使用数字信号处理(DSP)来支持点对点架构中的公共无线电接口(CPRI)和点对多点架构中基于以太网的CPRI,以实现高带宽效率和低处理延迟。还将讨论使用支持dsp的下一代无源光网络(PON),如50gb /s PON,以资源高效的方式支持移动前传。
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引用次数: 11
Experimental demonstration of machine-learning-aided QoT estimation in multi-domain elastic optical networks with alien wavelengths 异波长多域弹性光网络中机器学习辅助QoT估计的实验验证
Pub Date : 2018-09-20 DOI: 10.1364/JOCN.11.0000A1
R. Proietti, Xiaoliang Chen, Kaiqi Zhang, Gengchen Liu, M. Shamsabardeh, A. Castro, L. Velasco, Zuqing Zhu, S. Yoo
In multi-domain elastic optical networks with alien wavelengths, each domain needs to consider intradomain and interdomain alien traffic to estimate and guarantee the required quality of transmission (QoT) for each lightpath and perform provisioning operations. This paper experimentally demonstrates an alien wavelength performance monitoring technique and machine-learning-aided QoT estimation for lightpath provisioning of intradomain/ interdomain traffic. Testbed experiments demonstrate modulation format recognition, QoT monitoring, and cognitive routing for a 160 Gbaud alien multi-wavelength light- path. By using experimental training datasets from the testbed and an artificial neural network, we demonstrated an accurate optical-signal-to-noise ratio prediction with an accuracy of ~95% when using 1200 data points.
在具有异波长的多域弹性光网络中,每个域需要考虑域内和域间的异流量,以估计和保证每个光路所需的传输质量(QoT),并进行预置操作。本文通过实验演示了一种外来波长性能监测技术和机器学习辅助QoT估计,用于域内/域间流量的光路配置。测试台实验演示了调制格式识别、QoT监控和160 Gbaud外星多波长光路的认知路由。通过使用试验台的实验训练数据集和人工神经网络,我们证明了在使用1200个数据点时准确的光信噪比预测精度为95%。
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引用次数: 53
High-reliability sub-nanosecond network time synchronization method enabled by double-frequency distributed time synchronization 双频分布式时间同步实现的高可靠性亚纳秒网络时间同步方法
Pub Date : 2018-03-11 DOI: 10.1364/OFC.2018.M2E.6
Ruijie Luo, Nan Hua, Xiaoping Zheng, Bingkun Zhou
Time synchronization is a long-standing challenge in distributed systems like indoor/outdoor positioning, coordinated multi-point in 4G/5G mobile communication, etc., which require nanosecond-level high-reliable time sync networks. At present, a widely adopted solution for time sync networks is the precision time protocol specified in IEEE 1588v2, which can provide sub-microsecond sync accuracy. In addition, a novel network time sync method called distributed time synchronization has also been proposed recently, which can achieve 50-ns-level accuracy and stronger survivability in metro, regional, and backbone networks. However, both of the above methods encounter difficulties in achieving nanosecond sync accuracy and network reliability simultaneously. In this paper, by analyzing the main factors influencing the degradation of time sync accuracy, we reveal that the finite clock resolution is a major barrier to achieving nanosecond-level time synchronization. In order to establish a low-cost, high-reliability, and sub-nanosecond-level time sync network, we propose a novel network time sync method called double-frequency distributed time synchronization (DF- DTS). By selecting two specific and distinct frequencies for the sending and receiving clocks of the nodes/devices being synchronized, the time sync errors induced by the finite clock resolution can be reduced by a statistical approach. We set up a theoretical model for the DF-DTS and analyze the time sync accuracy through both mathematical derivations and network simulations. Furthermore, we propose a failure-restoration mechanism to enhance the reliability of DF-DTS networks by improving the time sync accuracy under failures and reducing the failure recovery time. Finally, we conduct both point- to-point and network time sync experiments to validate the proposed DF-DTS method. The results demonstrate that DF-DTS can achieve sub-nanosecond-level sync accuracy that is 1-2 orders of magnitude higher than the clock resolution in a prototype four-node DF-DTS network. Moreover, a network simulation under failure cases is conducted, and the results show that our method has significant advantages in both time sync accuracy and recovery time in the failure-restoration process compared to IEEE 1588v2.
在室内/室外定位、4G/5G移动通信协调多点等分布式系统中,时间同步是一个长期存在的挑战,这些系统需要纳秒级高可靠的时间同步网络。目前,时间同步网络广泛采用的解决方案是IEEE 1588v2中规定的精确时间协议,该协议可以提供亚微秒级的同步精度。此外,最近还提出了一种新的网络时间同步方法,称为分布式时间同步,该方法在城域、区域和骨干网中可以达到50ns级的精度和更强的生存性。然而,上述两种方法在同时实现纳秒级同步精度和网络可靠性方面都存在困难。本文通过分析影响时间同步精度下降的主要因素,揭示了有限的时钟分辨率是实现纳秒级时间同步的主要障碍。为了建立低成本、高可靠性、亚纳秒级的时间同步网络,我们提出了一种新的网络时间同步方法——双频分布式时间同步(DF- DTS)。通过为被同步节点/设备的发送和接收时钟选择两个特定且不同的频率,可以通过统计方法减少由有限时钟分辨率引起的时间同步误差。建立了DF-DTS的理论模型,并通过数学推导和网络仿真分析了时间同步精度。此外,我们提出了一种故障恢复机制,通过提高故障时的时间同步精度和减少故障恢复时间来提高DF-DTS网络的可靠性。最后,我们进行了点对点和网络时间同步实验来验证所提出的DF-DTS方法。结果表明,DF-DTS可以实现亚纳秒级的同步精度,比原型四节点DF-DTS网络的时钟分辨率高1-2个数量级。并对故障情况下的网络进行了仿真,结果表明,与IEEE 1588v2相比,我们的方法在故障恢复过程中的时间同步精度和恢复时间都有显著的优势。
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引用次数: 5
期刊
IEEE/OSA Journal of Optical Communications and Networking
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