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Secret key rate-adaptive inter-domain key service provisioning in heterogeneous protocol-based multi-domain quantum networks 基于异构协议的多域量子网络中密钥速率自适应域间密钥业务提供
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-01 DOI: 10.1364/JOCN.563475
Xinyu Chen;Yuan Cao;Yue Chen;Shan Yang;Yuhang Liu;Yazi Wang;Mingxuan Guo;Xiaosong Yu;Yongli Zhao;Qin Wang
Quantum key distribution (QKD), as one of the pivotal technologies for future-proof security, is progressing toward large-scale networking. Since different QKD protocols have their own potential advantages and shortcomings, the interconnection of metropolitan quantum networks based on heterogeneous protocols is an important step to realize a wide-area quantum network. In this scenario, the provision of inter-domain key services still faces challenges in terms of success probability, security level, and the balance between key supply and demand. Targeting these challenges, this work proposes four secret key rate (SKR) adaptive inter-domain key service provisioning policies based on the dynamic node bypass and elastic SKR slicing, namely, IrB-IaB (inter-domain bypass and intra-domain bypass), IrS-IaS (inter-domain slicing and intra-domain slicing), IrB-IaS (inter-domain bypass and intra-domain slicing), and IrS-IaB (inter-domain slicing and intra-domain bypass). The proposed policies are applicable to multi-domain quantum networks with heterogeneous protocols such as GG02-based metropolitan and BB84-based inter-domain connections, as well as BB84-based metropolitan and TF-based inter-domain connections. Furthermore, the inter-domain key service provisioning model is formulated, and four corresponding SKR-adaptive inter-domain key service provisioning algorithms are designed. Simulation results show that the IrS-IaS algorithm performs better in terms of success probability as well as the equilibrium degree between key supply and demand. The security level is quantitatively evaluated through the number of trusted relays. The IrB-IaB algorithm achieves the lowest number of trusted relays, which is more than 20% lower than the benchmark algorithm, resulting in a higher security level and lower cost. The key resource utilization efficiency is assessed via the equilibrium degree. Both the IrB-IaS and IrS-IaB algorithms have the potential to balance the effectiveness and reliability of quantum networks. In particular, the IrS-IaB algorithm is beneficial in achieving the best trade-off between key resource utilization efficiency and security level.
量子密钥分发(QKD)作为面向未来安全的关键技术之一,正朝着大规模网络化的方向发展。由于不同的QKD协议都有各自潜在的优势和不足,因此基于异构协议的城域量子网络互连是实现广域量子网络的重要一步。在这种情况下,域间密钥服务的提供仍然面临成功概率、安全级别和密钥供需平衡等方面的挑战。针对这些挑战,本文提出了四种基于动态节点绕过和弹性SKR切片的密钥速率(SKR)自适应域间密钥服务提供策略,即IrB-IaB(域间绕过和域内绕过)、IrS-IaS(域间切片和域内切片)、IrB-IaS(域间绕过和域内切片)和IrS-IaB(域间切片和域内绕过)。本策略适用于具有异构协议的多域量子网络,如基于gg02的城域连接和基于bb84的域间连接,以及基于bb84的城域连接和基于tf的域间连接。在此基础上,建立了域间密钥服务提供模型,设计了四种相应的自适应skr的域间密钥服务提供算法。仿真结果表明,IrS-IaS算法在成功概率和关键供需均衡程度方面都有较好的表现。通过可信中继的数量定量评估安全级别。IrB-IaB算法实现了最少的可信中继数,比基准算法减少了20%以上,从而实现了更高的安全级别和更低的成本。通过均衡度来评价关键资源的利用效率。IrB-IaS和IrS-IaB算法都有潜力平衡量子网络的有效性和可靠性。特别是,IrS-IaB算法有利于实现关键资源利用效率和安全级别之间的最佳权衡。
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引用次数: 0
Multi-task localization based on Φ-OTDR: composite vibration recognition, synchronous localization, and co-trench position 基于Φ-OTDR的多任务定位:复合振动识别、同步定位和共沟定位
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-10-01 DOI: 10.1364/JOCN.561775
Wenxin Liu;Hui Yang;Zhiwei Wang;Qiuyan Yao;Mingyuan Wu;Tiankuo Yu;Jie Zhang;Mohamed Cheriet
In optical fiber networks, ensuring reliability is crucial as both newly activated and pre-existing associated services encounter co-trenching risks and potential security threats. To address these challenges, we propose a $Phi$-OTDR-based multi-task localization framework integrating composite vibration event recognition, synchronous localization, and co-trench position detection. Analyzing real-time vibration signals, our method achieves 95.41% event synchronous positioning, 99.50% event classification, and 92.25% co-trench location accuracy, with 98.17% robustness on 400 test samples. These results demonstrate the effectiveness of the proposed framework in enhancing the safety of optical fibers and supporting the stable operation of optical fiber networks.
在光纤网络中,确保可靠性至关重要,因为新激活的和已有的相关业务都会遇到共沟风险和潜在的安全威胁。为了解决这些挑战,我们提出了一个基于$Phi$- otdr的多任务定位框架,该框架集成了复合振动事件识别、同步定位和共沟槽位置检测。通过对实时振动信号的分析,该方法的事件同步定位准确率为95.41%,事件分类准确率为99.50%,共沟定位准确率为92.25%,在400个测试样本上的鲁棒性为98.17%。这些结果证明了该框架在提高光纤安全性和支持光纤网络稳定运行方面的有效性。
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引用次数: 0
10.24  Tb/s passive optical network physical layer security based on multi-dimensional non-uniform segmentation scrambling with annular embedded neurons 基于环形嵌入神经元多维非均匀分割置乱的10.24 Tb/s无源光网络物理层安全
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-09-29 DOI: 10.1364/JOCN.571460
Zhiruo Guo;Jianxin Ren;Bo Liu;Qing Zhong;Wei Sun;Yaya Mao;Xiumin Song;Shuaidong Chen;Pengfei Tian;Xiantao Yang;Silin Chen;Rahat Ullah
Aiming at the security of data transmission in passive optical networks (PONs), this paper proposes a multi-dimensional non-uniform segmentation scrambling encryption scheme based on annular embedded neurons. This scheme can effectively protect the data of large-capacity and ultra-high-speed PONs from the transmission physical layer. Two neuronal chaotic systems are used to generate chaotic sequences by means of cyclic embedding to encrypt the original data. The resulting chaotic sequences are used for bit non-uniform cutting, bit block non-uniform cutting, bit block permutation, and I/Q data non-uniform cutting and permutation, respectively. Compared with encrypted data in traditional PONs, the proposed scheme can adapt to arbitrary quadrature amplitude modulation. At the same time, the scheme can enhance the chaotic non-linear dynamic behavior and alleviate the non-linear degradation of chaotic local vibration. The proposed scheme is demonstrated and verified in a wavelength division multiplexing dual-polarization coherent PON with 4-core fiber. The experiment uses 10 GBaud 256QAM signal to achieve a transmission distance of 115 km and a speed of 10.24 Tb/s. The bit error rate of the proposed encryption scheme can meet the 20% soft decision-forward-error-correction at ${2} times {{10}^{- {2}}}$, and the maximum sensitivity can reach E-18. The key space reached ${{10}^{154}}$. The results show that this scheme can be compatible with ultra-high-speed and large-capacity space-division multiplexing coherent PONs and can encrypt and protect the data transmitted in the physical layer, which has great potential in the future of coherent PONs.
针对无源光网络中数据传输的安全性问题,提出了一种基于环形嵌入神经元的多维非均匀分割置乱加密方案。该方案可以有效地保护大容量超高速pon的数据不受传输物理层的影响。利用两个神经元混沌系统,通过循环嵌入的方法生成混沌序列,对原始数据进行加密。所得到的混沌序列分别用于位非均匀切割、位块非均匀切割、位块置换和I/Q数据非均匀切割和置换。与传统pon中的加密数据相比,该方案能够适应任意正交调幅。同时,该方案可以增强混沌非线性动力性能,减轻混沌局部振动的非线性退化。该方案在一个四芯光纤波分复用双偏振相干PON中得到了验证。实验采用10gbaud 256QAM信号,传输距离为115 km,传输速度为10.24 Tb/s。所提出的加密方案的误码率可以满足${2}次{{10}^{-{2}}}$ 20%的软决策前向纠错,最大灵敏度可达E-18。键空间已达到${{10}^{154}}$。结果表明,该方案能够兼容超高速大容量空分复用相干pon,并能对物理层传输的数据进行加密和保护,在未来的相干pon中具有很大的潜力。
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引用次数: 0
Experimental coexistence of quantum key distribution and high-power classical communication over 101.6 km hollow-core fiber 101.6 km空心光纤中量子密钥分配与大功率经典通信共存的实验研究
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-09-25 DOI: 10.1364/JOCN.567260
Weiwen Kong;Tianqi Dou;Lei Zhang;Peng Li;Zhenhua Li;Lipeng Feng;Nan Lu;Xuewei Kan;Yongmei Sun;Jianjun Tang;Shibiao Tang
The integration of quantum key distribution (QKD) with classical optical networks has emerged as a pivotal strategy for building secure communication infrastructures. However, achieving their coexistence in silica-core fibers faces inherent limitations due to nonlinear interference, particularly under high classical signal power. In this paper, we experimentally demonstrate the coexistence of classical optical transport networks and QKD over 101.6 km of hollow-core fiber (HCF) with classical power exceeding 20 dBm for the first time to the best of our knowledge. Through systematic theoretical analysis, we characterize HCF’s transmission loss and nonlinear noise generation mechanisms, revealing its unique compatibility with high-power classical–quantum coexistence compared to conventional fibers. To address spectral interference from HCF’s absorption peaks and nonlinear effects, we propose a spectrally optimized multi-stage allocation (SOMA) scheme that coordinates low-loss channel selection and noise suppression. Experimental validation shows that, under the SOMA scheme, coexisting classical signals achieve 19 dBm in single-wavelength configuration and 21 dBm in multi-wavelength configuration, while maintaining a secure key rate above 10 kbps. This breakthrough establishes HCF as a viable platform for simultaneous high-capacity classical communication and quantum-secured data transmission, overcoming critical power limitations of existing fiber-based coexistence systems.
量子密钥分配(QKD)与经典光网络的集成已成为构建安全通信基础设施的关键策略。然而,在硅芯光纤中实现它们的共存面临着非线性干扰的固有限制,特别是在高经典信号功率下。在本文中,据我们所知,我们首次通过实验证明了经典光传输网络和QKD在101.6 km的经典功率超过20 dBm的空心芯光纤(HCF)上共存。通过系统的理论分析,表征了HCF的传输损耗和非线性噪声产生机制,揭示了与传统光纤相比,HCF具有高功率经典量子共存的独特兼容性。为了解决HCF吸收峰的频谱干扰和非线性效应,提出了一种协调低损耗信道选择和噪声抑制的频谱优化多级分配(SOMA)方案。实验验证表明,在SOMA方案下,共存的经典信号在单波长配置下达到19 dBm,在多波长配置下达到21 dBm,同时保持10 kbps以上的安全密钥速率。这一突破使HCF成为同时实现高容量经典通信和量子安全数据传输的可行平台,克服了现有基于光纤的共存系统的关键功率限制。
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引用次数: 0
Technology convergence is reshaping the 6G access network architecture, but are our infrastructures ready to cope? [Invited] 技术融合正在重塑6G接入网架构,但我们的基础设施准备好应对了吗?(邀请)
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-09-24 DOI: 10.1364/JOCN.566480
Alexandros Stavdas;Evangelos Kosmatos;Marco Quagliotti;Mauro Agus;Albert Rafel;Christos Matrakidis;Ian Cooper
The goal of 6G is to further advance the quality of experience in human–human communications while it transforms the I4.0 landscape by integrating a diverse set of technologies, services, and applications. To achieve this goal, there are rapid convergence steps between wireline and wireless technologies toward a unified transportation platform, something that prompts architectural modifications. Intelligence is now distributed closer to end-users, with far-edge nodes becoming essential. However, these nodes must balance performance and affordability for operators. Moreover, the converged wireline and wireless technologies must consider the scarcity of fiber in the last mile. In this work, we contribute to the debate of parallel, decoupled fiber infrastructures versus a single passive PtMP connectivity scheme under the framework of fiber scarcity and for residential users with multi-Gb/s line rates, while small cells exploit mmWave technology with ${gt}{100};{rm MHz}$ RF bandwidth. Our analysis is based on the information supplied by operators regarding the practical constraints and limitations arising from real-life deployments, and it is based on realistic geospatial data. We conclude that fiber utilization becomes prohibitively high under both alternatives when low-cost, gray interfaces are employed, and the deployments become viable in terms of fiber utilization only when colored interfaces and WDM are introduced. Furthermore, this work contributes to the discussion on the efficacy of next-generation PON technology in accommodating varied capacity requirements without increasing fiber use. The recently announced 25G and 50G TDM PONs are struggling to satisfy connectivity demands within the current fiber deployment frameworks when small cells utilizing high-layer splits (F1) and residential users are served by multi-Gb/s line rates. Beyond this point, when small cells employing low-layer splits are deployed alongside multi-Gb/s line-rate residential users, a shared scheme utilizing PtMP trees and technologies supporting a total capacity of 400G seems to be the next barrier to reach to prevent the depletion of fiber infrastructures. At the end, we report our findings based on the benchmark of alternative 400G solutions against their resource utilization.
6G的目标是进一步提高人与人之间通信的体验质量,同时通过集成各种技术、服务和应用来改变工业4.0的格局。为了实现这一目标,有线和无线技术之间出现了快速融合的步骤,以实现统一的运输平台,这促使了架构的修改。智能现在分布在更靠近终端用户的地方,远端节点变得至关重要。然而,这些节点必须平衡性能和运营商的负担能力。此外,有线和无线技术的融合必须考虑到最后一英里光纤的稀缺性。在这项工作中,我们为光纤稀缺框架下的并行、解耦光纤基础设施与单一无源PtMP连接方案的争论做出了贡献,这些方案适用于具有多gb /s线路速率的住宅用户,而小型小区则利用毫米波技术与${gt}{100};{rm MHz}$射频带宽。我们的分析是基于运营商提供的有关实际部署中的实际约束和限制的信息,并且是基于真实的地理空间数据。我们得出的结论是,当采用低成本的灰色接口时,光纤利用率在两种替代方案下都变得过高,并且只有在引入彩色接口和WDM时,部署才在光纤利用率方面变得可行。此外,这项工作有助于讨论下一代PON技术在不增加光纤使用的情况下适应不同容量需求的有效性。最近发布的25G和50G TDM pon正在努力满足当前光纤部署框架内的连接需求,因为使用高层分裂(F1)的小型蜂窝和住宅用户使用多gb /s的线路速率。除此之外,当采用低层分割的小型蜂窝与多gb /s线速率的住宅用户一起部署时,利用PtMP树和支持400G总容量的技术的共享方案似乎是防止光纤基础设施耗尽的下一个障碍。最后,我们根据替代400G解决方案的资源利用率基准报告了我们的发现。
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引用次数: 0
OpenNOP: an open-source network observability platform enabling multi-vendor multi-layer monitoring and ML analysis OpenNOP:一个开源的网络观察平台,支持多厂商多层监控和机器学习分析
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-09-23 DOI: 10.1364/JOCN.560632
Nathan Ellsworth;Sebastian Troia;Omran Ayoub;Tianliang Zhang;Andrea Fumagalli
Network operators rely on the fault, configuration, accounting, performance, and security (FCAPS) model for efficient network management using traditional monitoring solutions that are often costly and proprietary. This paper introduces OpenNOP, an open-source, multi-layer, and multi-vendor network observability platform designed for fault detection, configuration tracking, and performance monitoring. OpenNOP collects and processes network metrics in a time-series database, enabling real-time visualization and AI-driven predictive analytics. Deployed in a multi-vendor optical transport testbed, it facilitates ML-based inference of network disturbances. OpenNOP uses scripted automation to control the generation of network disturbances and the collection of L1/L2/L3 metrics and then train and test ML models to infer the noise profile based on those metrics. By providing a scalable and extensible alternative to proprietary tools, OpenNOP advances network monitoring, predictive maintenance, and AI explainability.
网络运营商依靠故障、配置、会计、性能和安全(FCAPS)模型来使用传统的监控解决方案进行高效的网络管理,这些解决方案通常成本高昂且专有。本文介绍了OpenNOP,一个开源、多层、多厂商的网络观察平台,用于故障检测、配置跟踪和性能监控。OpenNOP在时间序列数据库中收集和处理网络指标,实现实时可视化和人工智能驱动的预测分析。部署在多厂商光传输测试平台上,便于基于机器学习的网络干扰推断。OpenNOP使用脚本自动化来控制网络干扰的生成和L1/L2/L3指标的收集,然后训练和测试ML模型,以根据这些指标推断噪声轮廓。通过提供可伸缩和可扩展的替代专有工具,OpenNOP推进了网络监控、预测性维护和人工智能的可解释性。
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引用次数: 0
Forthcoming optical x-haul infrastructure supporting 6G mobile network requirements 即将到来的支持6G移动网络需求的光x-haul基础设施
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-09-23 DOI: 10.1364/JOCN.571798
C. Papapavlou;K. Moschopoulos;C. Christofidis;D. Uzunidis;K. Paximadis;D. M. Marom;R. Munoz;M. Nazarathy;I. Tomkos
The sixth generation of communication networks necessitates a series of significant technological innovations to accommodate ultra-high rates, ultra-low latency, high energy efficiency, and software-defined programmability for supporting the emerging use cases and the exponential growth in traffic demands. Ultra-wideband (UWB) and spatial division multiplexing technologies have emerged as key enablers in meeting these challenges, offering both scalable network capacity and improved energy efficiency. In this paper, we propose an advanced optical transport architecture designed to fulfill the rigorous performance criteria of next-generation optical networks covering all critical network segments. At the core of this infrastructure—the backhaul segment—we introduce a three-layered UWB/SDM-based multi-granular optical node architecture that utilizes photonic integrated circuit (PIC)-based waveband selective switches, enabling scalable network performance and delivering over 10 Pb/s of flexible optical switching capacity while maintaining a high optical signal-to-noise and interference ratio. At the network edge—the fronthaul segment—we introduce a spatially diverse point-to-multipoint PIC-based optical subcarrier interconnectivity architecture that incorporates a low-loss module—referred to as the interlacer—which interconnects cascaded half-band Nyquist-shaped interleaver filters in order to flexibly perform routing at the subcarrier group level. Across all network segments, we consider innovative, energy-efficient optical digital-to-analog converter-based transceivers capable of achieving transmission rates in the order of terabits per second per channel, while ensuring a small footprint and low power consumption. These transceivers can be flexibly reconfigured to either direct detect or coherent operation, serving the specific needs of the different network segments. Extensive numerical simulations are conducted, with parameters mostly derived from experimental data, to assess the feasibility, scalability, and cascadability of the subsystems that are incorporated to optimize the overall performance of the proposed architecture. Finally, the overall design ensures full compatibility with a service management and orchestration framework, enabling software-defined programmability across all interconnected segments.
第六代通信网络需要一系列重要的技术创新,以适应超高速率、超低延迟、高能效和软件定义的可编程性,以支持新兴用例和流量需求的指数级增长。超宽带(UWB)和空分复用技术已经成为应对这些挑战的关键推动者,它们既提供了可扩展的网络容量,又提高了能源效率。在本文中,我们提出了一种先进的光传输架构,旨在满足覆盖所有关键网段的下一代光网络的严格性能标准。在该基础设施的核心—回程部分—我们引入了基于UWB/ sdm的三层多颗粒光节点架构,该架构利用基于光子集成电路(PIC)的波段选择开关,实现可扩展的网络性能,并提供超过10 Pb/s的灵活光交换容量,同时保持高光信噪比和干涉比。在网络边缘(前传段),我们引入了一种空间多样化的点对多点基于pic的光子载波互连架构,该架构包含一个低损耗模块(称为interlacess),该模块将级联的半带奈奎斯特形交织滤波器互连,以便在子载波组级灵活地执行路由。在所有网络段中,我们考虑创新,节能的基于数模转换器的光收发器,能够实现每通道每秒兆位的传输速率,同时确保占地面积小,功耗低。这些收发器可以灵活地重新配置,以直接检测或连贯操作,服务于不同网段的特定需求。进行了大量的数值模拟,参数主要来自实验数据,以评估可行性、可扩展性和可级联性,这些子系统被合并以优化所提议的体系结构的整体性能。最后,总体设计确保了与服务管理和编排框架的完全兼容性,使软件定义的可编程性能够跨所有相互连接的部分。
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引用次数: 0
On the feasibility of analog fiber dispersion-based photonic beamforming for mmWave wireless access over 100  GHz DWDM grids 基于模拟光纤色散的光子波束形成在100ghz DWDM网格毫米波无线接入中的可行性
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-09-18 DOI: 10.1364/JOCN.567208
Zoran Vujicic;Xavier Gelabert;Maria C. Santos;Rodrigo Mendez;Roberto Gaudino
We investigate the spectral coexistence feasibility of analog optically driven mmWave antenna beamforming over dispersive fiber links within standardized dense wavelength-division multiplexing (DWDM) grids, targeting next-generation wireless mobile network broadband use cases. Our analysis focuses on integration with legacy passive optical network (PON) infrastructure, using three representative deployment scenarios to evaluate compatibility under practical spectral constraints. We present a use case-driven spectral feasibility assessment of analog radio-over-fiber (ARoF)-based mmWave beam steering over DWDM grids, using a numerical framework that evaluates beamwidth requirements under link distance, carrier frequency, as well as fiber and component spectral constraints. We demonstrate that ARoF carrier frequency optimization, governed by WDM grid and component spectral tolerances, enables optimized beam steering resolution.
我们针对下一代无线移动网络宽带用例,研究了标准化密集波分复用(DWDM)网格内色散光纤链路上模拟光驱动毫米波天线波束形成的频谱共存可行性。我们的分析重点是与传统无源光网络(PON)基础设施的集成,使用三种代表性的部署方案来评估实际频谱约束下的兼容性。我们提出了一个用例驱动的基于模拟光纤无线电(ARoF)的毫米波波束在DWDM网格上转向的频谱可行性评估,使用一个数值框架来评估链路距离、载波频率以及光纤和组件频谱约束下的波束宽度要求。我们证明了由WDM网格和分量频谱公差控制的ARoF载波频率优化可以实现优化的波束转向分辨率。
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引用次数: 0
Proactive congestion control for fast switchover and optical path at mobile midhaul utilizing optimized parallel traffic prediction with multi-thread and multi-processing procedures 基于多线程和多处理过程的优化并行流量预测的移动中程快速切换和光路的主动拥塞控制
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-09-17 DOI: 10.1364/JOCN.563719
Yuka Okamoto;Hirotaka Ujikawa;Kenji Miyamoto;Tatsuya Shimada;Tomoaki Yoshida
According to the 3rd Generation Partnership Project, it is necessary to keep end-to-end latency to less than 5 ms in 5G mobile networks to achieve remote applications that replace on-site work and operations. The challenge here is that the bursty traffic (e.g., video) abruptly changes on a short timescale. Bursty traffic has an instantaneous high bitrate, which can exceed the link rate of the mobile midhaul (MMH) and thereby cause congestion, leading to an increase in latency. We propose a proactive congestion control method that performs parallel prediction of distributed unit (DU) traffic and fast switchover of the central unit (CU) and optical path in the MMH. Since the processing load of traffic analysis increases in accordance with the number of DUs, the CPU used for prediction becomes overloaded when many DUs are aggregated. This leads to concerns that the prediction cannot be completed in advance, that the timing of control is shifted, and that congestion occurs when switching is performed, thereby increasing the latency. The key idea of the proposed method is to optimize the number of CPU cores and threads for parallel prediction of the DU. To evaluate its feasibility and effectiveness, we experimentally optimized the number of CPU cores, thread allocations, and prediction periods and then estimated the maximum number of simultaneous predictions. The experimental results for a simple condition where video traffic and background traffic are mixed show that our prototype controller successfully achieved a latency at the MMH as low as 1 ms with appropriate congestion control. Our findings demonstrate the latency reduction effect of the proposed congestion control method for MMH in an aggregated DU configuration for applications with severe latency requirements such as remote control.
根据第三代合作伙伴计划,在5G移动网络中,为了实现取代现场工作和操作的远程应用,有必要将端到端延迟保持在5ms以下。这里的挑战是突发流量(如视频)在短时间内突然变化。突发流量具有瞬时高比特率,可能超过MMH (mobile midhaul)的链路速率,从而引起拥塞,导致延迟增加。我们提出了一种主动拥塞控制方法,该方法对分布式单元(DU)流量进行并行预测,并在MMH中快速切换中央单元(CU)和光路。由于流量分析的处理负载会随着du数量的增加而增加,所以当du数量过多时,用于预测的CPU会过载。这会导致无法提前完成预测,控制时间发生偏移,以及在执行交换时发生拥塞,从而增加延迟。该方法的核心思想是优化CPU核数和线程数,以实现DU的并行预测。为了评估其可行性和有效性,我们通过实验优化了CPU核数、线程分配和预测周期,然后估计了同时预测的最大数量。在视频流量和背景流量混合的简单条件下的实验结果表明,我们的原型控制器在适当的拥塞控制下成功地实现了低至1 ms的MMH延迟。我们的研究结果表明,对于具有严重延迟需求的应用程序(如远程控制),在聚合DU配置中,提出的MMH拥塞控制方法可以减少延迟。
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引用次数: 0
Efficient verification algorithm for topology and quality of optical fibers in optical-circuit-switched data center networks 光电路交换数据中心网络中光纤拓扑和质量的有效验证算法
IF 4.3 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Pub Date : 2025-09-16 DOI: 10.1364/JOCN.563868
Kazuya Anazawa;Takeru Inoue;Toru Mano;Ryotaro Taniguchi;Yoshiaki Sone;Eiji Oki
The introduction of optical circuit switches (OCSs) has enabled the implementation of capacity- and energy-efficient networks in production data centers. To correctly operate optical-circuit-switched data center networks (OCS DCNs), fibers between pairs of terminals (e.g., servers or top-of-rack switches) and OCSs should be verified before starting operations; otherwise, unexpected failures during operations could occur. However, this task is difficult because OCSs cannot use topology discovery or link-monitoring functions, which are only available on electrical packet switches. We thus studied a fiber-topology and quality verification (FTQV) problem for OCS DCNs. Though a previous study inspected fibers between pairs of OCSs in hierarchical OCS DCNs using only one dedicated tester for fiber probing, making the process time-consuming, we consider verifying fibers between pairs of terminals and OCSs by using the digital diagnostic monitoring (DDM) function at multiple terminals. We thus developed new theories, to the best of our knowledge, for correctly carrying out FTQV even when parallel probes are sent and then designed an algorithm that efficiently solves the FTQV problem with near-optimal inspection steps. We also theoretically analyzed the conditions of detectable and undetectable malfunctioning fibers given the maximum measurement error of the DDM function. Experimental results indicate the correctness of our theoretical analysis and superior performance of our algorithm; it completes FTQV at most 93.0 times faster than a baseline algorithm. The feasibility of our algorithm was also demonstrated through evaluations on an actual network.
光学电路交换机(ocs)的引入使得在生产数据中心实施容量和节能网络成为可能。为了正确操作光电路交换数据中心网络(OCS DCNs),在开始操作之前,应验证终端对(例如,服务器或机架顶部交换机)和OCS之间的光纤;否则,可能会在操作过程中出现意想不到的故障。但是,由于OCSs无法使用拓扑发现和链路监控功能,因此这项任务比较困难,这些功能只有在电分组交换机上才能使用。因此,我们研究了OCS DCNs的光纤拓扑和质量验证(FTQV)问题。虽然之前的研究只使用一个专用的光纤探测测试仪来检测分层OCS DCNs中OCS对之间的光纤,使得这个过程非常耗时,但我们考虑在多个终端上使用数字诊断监测(DDM)功能来验证终端对和OCS之间的光纤。因此,我们开发了新的理论,尽我们所知,即使在发送并行探针时也能正确执行FTQV,然后设计了一种算法,以接近最佳的检查步骤有效地解决FTQV问题。在给定DDM函数最大测量误差的情况下,从理论上分析了故障光纤可检测和不可检测的情况。实验结果表明了理论分析的正确性和算法的优越性;它完成FTQV的速度最多比基准算法快93.0倍。通过对实际网络的评估,验证了算法的可行性。
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引用次数: 0
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Journal of Optical Communications and Networking
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