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ApplianceBricks: A Scalable Network Appliance Architecture for Network Functions Virtualization 被引量:2
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作者 MA Shicong WANG Baosheng +1 位作者 ZHANG Xiaozhe GAO Xianming 《China Communications》 SCIE CSCD 2016年第S1期32-42,共11页
Network Functions Virtualization(NFV) is an attempt to help operators more effectively manage their networks by implementing traditional network functions embedded in specialized hardware platforms in term of virtuali... Network Functions Virtualization(NFV) is an attempt to help operators more effectively manage their networks by implementing traditional network functions embedded in specialized hardware platforms in term of virtualized software instances. But, existing novel network appliances designed for NFV infrastructure are always architected on a general-purpose x86 server, which makes the performance of network functions limited by the hosted single server. To address this challenge, we propose ApplianceB ricks, a novel NFV-enable network appliance architecture that is used to explore the way of consolidating multiple physical network functions into a clustered network appliance, which is able to improve the processing capability of NFV-enabled network appliances. 展开更多
关键词 nfv network APPLIANCE virtualization software ROUTERS cluster-based appliances CONSOLIDATION SCALABILITY
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Effective Edge-Cloud Interplay for NFV-Based Optical Metro-Access Networks Supporting IoT Services
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作者 Jin Feiming Zhang Yukun +2 位作者 Li Hanxue Amr Tolba Zhang Tiantian 《China Communications》 2025年第4期117-128,共12页
In optical metro-access networks,Access Points(APs)and Data Centers(DCs)are located on the fiber ring.In the cloud-centric solution,a large number of Internet of Things(IoT)data pose an enormous burden on DCs,so the V... In optical metro-access networks,Access Points(APs)and Data Centers(DCs)are located on the fiber ring.In the cloud-centric solution,a large number of Internet of Things(IoT)data pose an enormous burden on DCs,so the Virtual Machines(VMs)cannot be successfully launched due to the server overload.In addition,transferring the data from the AP to the remote DC may cause an undesirable delivery delay.For this end,we propose a promising solution considering the interplay between the cloud DC and edge APs.More specifically,bringing the partial capability of computing in APs close to things can reduce the pressure of DCs while guaranteeing the expected Quality of Service(QoS).In this work,when the cloud DC resource becomes limited,especially for delay sensitive but not computing-dependent IoT applications,we degrade their VMs and migrate them to edge APs instead of the remote DC.To avoid excessive VM degradation and computing offloading,we derive appropriate VM degradation coefficients based on classic microeconomic theory.Simulation results demonstrate that our algorithms improve the service providers'utility with the ratio from 34%to 89%over traditional cloud-centric solutions. 展开更多
关键词 computing offloading edge-cloud interplay network function virtualization optical metroaccess network service degradability
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SDNMS: A Software Defined Network Measurement System for NFV Networks 被引量:5
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作者 Tianqi Zhang Ming Chen +2 位作者 Xianglin Wei Bing Chen Chao Hu 《China Communications》 SCIE CSCD 2019年第4期59-74,共16页
As a promising technology to completely transform how we architect, deploy, operate and manage various networks, software-based Network Function Virtualization(NFV) enables hardware-independent, flexible, fast and eff... As a promising technology to completely transform how we architect, deploy, operate and manage various networks, software-based Network Function Virtualization(NFV) enables hardware-independent, flexible, fast and efficient network service provision. With the increasing popularity of NFV paradigm, the Internet has also transformed to be a hybrid environment where NFV-based network entities coexist with traditional network devices. To facilitate our understanding, design, evaluate and manage of such novel network environment, there is a great need for a new NFV-compatible network measurement system which is still in absent so far. To bridge this gap, a system, named Software Defined Network Measurement System(SDNMS), is presented in this paper. Firstly, the architecture of SDNMS is proposed. In this architecture, a formal method to describe the working mode of the network measurement is defined. This method can also be utilized to generate a network measurement middle box(NMMB) in a specific location of the NFV network according to the customized description file, and to flexibly deploy the network measurement function. Secondly, the technology of virtual network measurement function(VNMF) combined with LXC is studied to form NMMB function. Thirdly, a control method is presented to control the start, stop, and update NMMB to form a specific network measurement system function. Finally, a prototype of SDNMS with network monitoring function to monitor network performance anomalies and locate faults is introduced. Experimental results have shown that SDNMS architecture and related technologies are feasible and effective to deploy and control network measurement functions in NFV networks. We hope SDNMS could provide a new method for practitioners to conduct network management and research at the age of NFV. 展开更多
关键词 network FUNCTION virtualization network MEASUREMENT system architecture network MEASUREMENT FUNCTION service CHAIN
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Using the Cooperative Game for Service Placement of Virtual Network Functions 被引量:1
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作者 XIONG Gang HU Yuxiang +1 位作者 WANG Weiming WANG Lingqiang 《China Communications》 SCIE CSCD 2016年第S1期146-157,共12页
To address the issues that middleboxes as a fundamental part of today's networks are facing, Network Function Virtualization(NFV)has been recently proposed, which in essence asserts to migrate hardware-based middl... To address the issues that middleboxes as a fundamental part of today's networks are facing, Network Function Virtualization(NFV)has been recently proposed, which in essence asserts to migrate hardware-based middleboxes into software-based virtualized function entities.Due to the demands of virtual services placement in NFV network environment, this paper models the service amount placement problem involving with the resources allocation as a cooperative game and proposes the placement policy by Nash Bargaining Solution(NBS). Specifically,we first introduce the system overview and apply the rigorous cooperative game-theoretic guide to build the mathematical model, which can give consideration to both the responding efficiency of service requirements and the allocation fairness.Then a distributed algorithm corresponding to NBS is designed to achieve predictable network performance for virtual instances placement.Finally, with simulations under various scenarios,the results show that our placement approach can achieve high utilization of network through the analysis of evaluation metrics namely the satisfaction degree and fairness index. With the suitable demand amount of services, the average values of two metrics can reach above 90%. And by tuning the base placement, our solution can enable operators to flexibly balance the tradeoff between satisfaction and fairness of resourcessharing in service platforms. 展开更多
关键词 Middlebox GAME theory network FUNCTION virtualization SOFTWARE defined networkING
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Security Monitoring and Management for the Network Services in the Orchestration of SDN-NFV Environment Using Machine Learning Techniques 被引量:2
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作者 Nasser Alshammari Shumaila Shahzadi +7 位作者 Saad Awadh Alanazi Shahid Naseem Muhammad Anwar Madallah Alruwaili Muhammad Rizwan Abid Omar Alruwaili Ahmed Alsayat Fahad Ahmad 《Computer Systems Science & Engineering》 2024年第2期363-394,共32页
Software Defined Network(SDN)and Network Function Virtualization(NFV)technology promote several benefits to network operators,including reduced maintenance costs,increased network operational performance,simplified ne... Software Defined Network(SDN)and Network Function Virtualization(NFV)technology promote several benefits to network operators,including reduced maintenance costs,increased network operational performance,simplified network lifecycle,and policies management.Network vulnerabilities try to modify services provided by Network Function Virtualization MANagement and Orchestration(NFV MANO),and malicious attacks in different scenarios disrupt the NFV Orchestrator(NFVO)and Virtualized Infrastructure Manager(VIM)lifecycle management related to network services or individual Virtualized Network Function(VNF).This paper proposes an anomaly detection mechanism that monitors threats in NFV MANO and manages promptly and adaptively to implement and handle security functions in order to enhance the quality of experience for end users.An anomaly detector investigates these identified risks and provides secure network services.It enables virtual network security functions and identifies anomalies in Kubernetes(a cloud-based platform).For training and testing purpose of the proposed approach,an intrusion-containing dataset is used that hold multiple malicious activities like a Smurf,Neptune,Teardrop,Pod,Land,IPsweep,etc.,categorized as Probing(Prob),Denial of Service(DoS),User to Root(U2R),and Remote to User(R2L)attacks.An anomaly detector is anticipated with the capabilities of a Machine Learning(ML)technique,making use of supervised learning techniques like Logistic Regression(LR),Support Vector Machine(SVM),Random Forest(RF),Naïve Bayes(NB),and Extreme Gradient Boosting(XGBoost).The proposed framework has been evaluated by deploying the identified ML algorithm on a Jupyter notebook in Kubeflow to simulate Kubernetes for validation purposes.RF classifier has shown better outcomes(99.90%accuracy)than other classifiers in detecting anomalies/intrusions in the containerized environment. 展开更多
关键词 Software defined network network function virtualization network function virtualization management and orchestration virtual infrastructure manager virtual network function Kubernetes Kubectl artificial intelligence machine learning
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基于SDN和NFV的空天地一体化网络任务部署与恢复综述 被引量:3
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作者 曹怡璐 贾子晔 +2 位作者 尤嘉豪 张磊 吴启晖 《电信科学》 北大核心 2025年第5期1-16,共16页
空天地一体化网络作为6G技术的关键组成,在整合天基、空基和地基网络时,面临节点异构性、业务多样性等挑战,进而引发资源分配、竞争及故障风险等问题。基于此,聚焦基于软件定义网络(software defined network,SDN)与网络功能虚拟化(netw... 空天地一体化网络作为6G技术的关键组成,在整合天基、空基和地基网络时,面临节点异构性、业务多样性等挑战,进而引发资源分配、竞争及故障风险等问题。基于此,聚焦基于软件定义网络(software defined network,SDN)与网络功能虚拟化(network functions virtualization,NFV)的空天地一体化网络任务部署与恢复,首先阐述了空天地一体化网络系统架构,介绍了各层网络构成、SDN和NFV原理及其相关应用,然后,针对上述挑战,以服务功能链技术为抓手,提出了面向任务的服务功能链优化部署、利用智能算法实现动态调度、通过匹配博弈算法完成失效恢复等策略,最后,构建了一个用例,设定节点部署、服务功能链建模等,验证了所提策略在提升服务功能链完成效率以及应对资源故障方面的有效性,旨在为空天地一体化网络资源管理提供理论基础。 展开更多
关键词 空天地一体化网络 SDN nfv 服务功能链 资源分配
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Virtualizing Network and Service Functions: Impact on ICT Transformation and Standardization 被引量:1
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作者 Bhumip Khasnabish Jie Hu Ghazanfar Ali 《ZTE Communications》 2013年第4期40-46,共7页
Virtualization of network/service functions means time sharing network/service(and affiliated)resources in a hyper speed manner.The concept of time sharing was popularized in the 1970s with mainframe computing.The s... Virtualization of network/service functions means time sharing network/service(and affiliated)resources in a hyper speed manner.The concept of time sharing was popularized in the 1970s with mainframe computing.The same concept has recently resurfaced under the guise of cloud computing and virtualized computing.Although cloud computing was originally used in IT for server virtualization,the ICT industry is taking a new look at virtualization.This paradigm shift is shaking up the computing,storage,networking,and ser vice industries.The hope is that virtualizing and automating configuration and service management/orchestration will save both capes and opex for network transformation.A complimentary trend is the separation(over an open interface)of control and transmission.This is commonly referred to as software defined networking(SDN).This paper reviews trends in network/service functions,efforts to standardize these functions,and required management and orchestration. 展开更多
关键词 network function virtualizationnfv and chaining service function virtualization(SFV) and chaining network virtualization overlay(NVO) software defined networking(SDN) networking economics
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Enhanced Reliability in Network Function Virtualization by Hybrid Hexagon-Cost Efficient Algorithm
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作者 D.Jeyakumar C.Rajabhushanam 《Computer Systems Science & Engineering》 SCIE EI 2022年第12期1131-1144,共14页
In this,communication world, the Network Function Virtualization concept is utilized for many businesses, small services to virtualize the network nodefunction and to build a block that may connect the chain, communic... In this,communication world, the Network Function Virtualization concept is utilized for many businesses, small services to virtualize the network nodefunction and to build a block that may connect the chain, communication services.Mainly, Virtualized Network Function Forwarding Graph (VNF-FG) has beenused to define the connection between the VNF and to give the best end-to-endservices. In the existing method, VNF mapping and backup VNF were proposedbut there was no profit and reliability improvement of the backup and mapping ofthe primary VNF. As a consequence, this paper offers a Hybrid Hexagon-CostEfficient algorithm for determining the best VNF among multiple VNF and backing up the best VNF, lowering backup costs while increasing dependability. TheVNF is chosen based on the highest cost-aware important measure (CIM) rate,which is used to assess the relevance of the VNF forwarding graph.To achieveoptimal cost-efficiency, VNF with the maximum CIM is selected. After the selection process, updating is processed by three steps which include one backup VNFfrom one SFC, two backup VNF from one Service Function Chain (SFC),and twobackup VNF from different SFC. Finally, this proposed method is compared withCERA, MinCost, MaxRbyInr based on backup cost, number of used PN nodes,SFC request utility, and latency. The simulation result shows that the proposedmethod cuts down the backup cost and computation time by 57% and 45% compared with the CER scheme and improves the cost-efficiency. As a result, this proposed system achieves less backup cost, high reliability, and low timeconsumption which can improve the Virtualized Network Function operation. 展开更多
关键词 network function virtualized(nfv) hybrid hexagon-cost efficient algorithm(HH-CE) cost-aware important measure(CIM) RELIABILITY network services
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Network Function Virtualization Technology:Progress and Standardization
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作者 Huiling Zhao Yunpeng Xie Fan Shi 《ZTE Communications》 2014年第2期3-7,共5页
Network innovation and business transformation are both necessary for telecom operators to adapt to new situations, but operators face challenges in terms of network bearer complexity, business centralization, and IT/... Network innovation and business transformation are both necessary for telecom operators to adapt to new situations, but operators face challenges in terms of network bearer complexity, business centralization, and IT/CT integration. Network function virtualization (NFV) may inspire new development ideas, but many doubts still exist within industry, especially about how to introduce NFV into an operator' s network. This article describes the latest progress in NFV standardization, NFV requirements and hot technology issues, and typical NFV applications in an operator networks. 展开更多
关键词 network functions virtualization nfv overlay network virtual extensible LAN (VXLAN) service chaining
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Adaptive Partial Task Offloading and Virtual Resource Placement in SDN/NFV-Based Network Softwarization
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作者 Prohim Tam Sa Math Seokhoon Kim 《Computer Systems Science & Engineering》 SCIE EI 2023年第5期2141-2154,共14页
Edge intelligence brings the deployment of applied deep learning(DL)models in edge computing systems to alleviate the core backbone network congestions.The setup of programmable software-defined networking(SDN)control... Edge intelligence brings the deployment of applied deep learning(DL)models in edge computing systems to alleviate the core backbone network congestions.The setup of programmable software-defined networking(SDN)control and elastic virtual computing resources within network functions virtualization(NFV)are cooperative for enhancing the applicability of intelligent edge softwarization.To offer advancement for multi-dimensional model task offloading in edge networks with SDN/NFV-based control softwarization,this study proposes a DL mechanism to recommend the optimal edge node selection with primary features of congestion windows,link delays,and allocatable bandwidth capacities.Adaptive partial task offloading policy considered the DL-based recommendation to modify efficient virtual resource placement for minimizing the completion time and termination drop ratio.The optimization problem of resource placement is tackled by a deep reinforcement learning(DRL)-based policy following the Markov decision process(MDP).The agent observes the state spaces and applies value-maximized action of available computation resources and adjustable resource allocation steps.The reward formulation primarily considers taskrequired computing resources and action-applied allocation properties.With defined policies of resource determination,the orchestration procedure is configured within each virtual network function(VNF)descriptor using topology and orchestration specification for cloud applications(TOSCA)by specifying the allocated properties.The simulation for the control rule installation is conducted using Mininet and Ryu SDN controller.Average delay and task delivery/drop ratios are used as the key performance metrics. 展开更多
关键词 Deep learning partial task offloading software-defined networking virtual machine virtual network functions
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Space Network Emulation System Based on a User-Space Network Stack
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作者 LEI Jianzhe ZHAO Kanglian +1 位作者 HOU Dongxu ZHOU Fenlin 《ZTE Communications》 2025年第2期11-19,共9页
This paper presents a space network emulation system based on a user-space network stack named Nos to solve space networks'unique architecture and routing issues and kernel stacks'inefficiency and development ... This paper presents a space network emulation system based on a user-space network stack named Nos to solve space networks'unique architecture and routing issues and kernel stacks'inefficiency and development complexity.Our low Earth orbit satellite scenario emulation verifies the dynamic routing function of the protocol stack.The proposed system uses technologies like Open vSwitch(OVS)and traffic control(TC)to emulate the space network's highly dynamic topology and time-varying link characteristics.The emulation results demonstrate the system's high reliability,and the user-space network stack reduces development complexity and debugging difficulty,providing convenience for the development of space network protocols and network functions. 展开更多
关键词 network emulation space network user-space network stack network function virtualization
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基于SDN与NFV协同优化的广播网络架构设计
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作者 方志祥 《电视技术》 2025年第5期179-181,共3页
为提高现阶段广播网络的运营效率,在降低广播网络运维成本的同时提升直播信号的质量和用户体验,提出在电视广播中的直播场景及广播信号处理环节分别部署软件定义网络(Software Defined Network,SDN)和网络功能虚拟化(Network Function V... 为提高现阶段广播网络的运营效率,在降低广播网络运维成本的同时提升直播信号的质量和用户体验,提出在电视广播中的直播场景及广播信号处理环节分别部署软件定义网络(Software Defined Network,SDN)和网络功能虚拟化(Network Function Virtualization,NFV)网络架构。利用回传网络采集多场馆的信号,根据实时流量情况动态分配网络资源,同时在应对突发事件或临时增加直播需求时,SDN快速重新配置网络,优化调度直播流量。基于SDN架构,在广播信号处理环节通过NFV技术虚拟化视频编转码和用户权限认证,确保信号处理和分发环节的高效性。 展开更多
关键词 软件定义网络(SDN) 网络功能虚拟化(nfv) 广播网络架构
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SDN与NFV技术在云数据中心的规模应用 被引量:37
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作者 赵辉 丁鸣 +2 位作者 程青松 卢凌 孔晨晟 《电信科学》 北大核心 2016年第1期144-151,共8页
以云数据中心为切入点,首先对SDN领域中的叠加网络、SDN控制器、VxLAN 3种重要技术的特点进行了研究,然后对NFV领域中的通用服务器性能、服务链两类关键问题展开具体分析。最后,阐述了前期开展的SDN/NFV技术试验工作进展及相关结论,并对... 以云数据中心为切入点,首先对SDN领域中的叠加网络、SDN控制器、VxLAN 3种重要技术的特点进行了研究,然后对NFV领域中的通用服务器性能、服务链两类关键问题展开具体分析。最后,阐述了前期开展的SDN/NFV技术试验工作进展及相关结论,并对VDC应用产品进行了展望。 展开更多
关键词 云数据中心 软件定义网络 网络功能虚拟化 VxLAN 大二层
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SDN/NFV的发展与挑战 被引量:79
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作者 赵慧玲 史凡 《电信科学》 北大核心 2014年第8期13-18,共6页
网络云化的趋势已经越来越明显,SDN(软件定义网络)/NFV(网络功能虚拟化)作为其中的关键技术,受到通信业界的广泛关注和重视,标准化组织对其进行了深入研究,在产业链多个环节也得到实践应用。SDN和NFV在快速发展、不断推进的同时,也面临... 网络云化的趋势已经越来越明显,SDN(软件定义网络)/NFV(网络功能虚拟化)作为其中的关键技术,受到通信业界的广泛关注和重视,标准化组织对其进行了深入研究,在产业链多个环节也得到实践应用。SDN和NFV在快速发展、不断推进的同时,也面临着一些相应的挑战和问题,如安全性、互操作性和性能等,针对这些问题,提出了针对性的应对和解决方案。 展开更多
关键词 软件定义网络 网络功能虚拟化 协调
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SDN/NFV技术在宽带IP城域网中的应用 被引量:15
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作者 周光涛 郭爱鹏 唐雄燕 《信息通信技术》 2015年第2期12-15,59,共5页
针对传统宽带IP城域网面临的挑战和问题,基于软件定义和虚拟化等技术,文章提出宽带IP城域网络需要从简单的连接型网络向智能的功能型网络演进的思路和架构,并给出新形势下的应用场景,从而满足其智能化运营的发展需求。
关键词 软件定义网络 网络功能虚拟化 智能管道 城域网 智能提速 业务链
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基于NFV与SDN的未来接入网虚拟化关键技术 被引量:12
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作者 孙茜 田霖 +1 位作者 周一青 石晶林 《信息通信技术》 2016年第1期57-62,共6页
面对未来移动通信网络中服务需求与成本矛盾带来的压力,集中式接入网是解决上述问题的有效途径。虚拟化技术是实现集中式接入网应用、提升集中式接入网性能的关键。文章阐述计算机领域与移动通信领域的虚拟化技术,给出未来移动通信领域... 面对未来移动通信网络中服务需求与成本矛盾带来的压力,集中式接入网是解决上述问题的有效途径。虚拟化技术是实现集中式接入网应用、提升集中式接入网性能的关键。文章阐述计算机领域与移动通信领域的虚拟化技术,给出未来移动通信领域虚拟化技术的分类与需求,基于网络功能虚拟化与软件定义网络,分析集中式接入网架构中的虚拟化技术,从资源共享隔离、覆盖与承载分离的灵活功能配置以及虚拟化技术验证平台等方面,对基于NFV与SDN的集中式接入网虚拟化进行探讨。 展开更多
关键词 nfv SDN 虚拟化 集中式接入网 资源共享与隔离 覆盖与承载分离 虚拟化验证平台
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SDN/NFV技术的接入网应用 被引量:13
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作者 沈成彬 蒋铭 曾涛 《中兴通讯技术》 2015年第4期15-19,29,共6页
针对宽带接入网在网络建设、运行维护、用户体验和业务经营等领域面临的困难和挑战,以降低接入网的建设成本和维护成本,提升用户体验,促进业务创新为目标,研究了基于虚拟化、集中管控、能力开放等特征的下一代宽带接入网的系统架构、主... 针对宽带接入网在网络建设、运行维护、用户体验和业务经营等领域面临的困难和挑战,以降低接入网的建设成本和维护成本,提升用户体验,促进业务创新为目标,研究了基于虚拟化、集中管控、能力开放等特征的下一代宽带接入网的系统架构、主要应用场景以及所涉及的关键技术。 展开更多
关键词 软件定义网络 网络功能虚拟化 无源光网络 光接入网 能力开放
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NFVO标准和实践 被引量:7
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作者 王海宁 赵慧玲 《电信科学》 北大核心 2017年第4期3-9,共7页
网络功能虚拟化(NFV)是未来网络发展的重要趋势,也是目前全球各大标准组织和开源社区的工作重点。网络功能虚拟化编排器(NFVO)是编排和管理NFV网络的核心功能,也是运营商和设备厂商关注的焦点。全面梳理了NFVO相关的国际国内标准组织及... 网络功能虚拟化(NFV)是未来网络发展的重要趋势,也是目前全球各大标准组织和开源社区的工作重点。网络功能虚拟化编排器(NFVO)是编排和管理NFV网络的核心功能,也是运营商和设备厂商关注的焦点。全面梳理了NFVO相关的国际国内标准组织及开源项目的最新研究进展,阐述了中国电信股份有限公司北京研究院联合江苏分公司研发的NFVO系统架构和关键组件,并基于现网实践指出NFVO在未来研发和部署中的挑战。 展开更多
关键词 网络功能虚拟化 nfvO 编排
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面向5G通信网络的NFV内存资源管理方法 被引量:8
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作者 苏畅 张定权 +1 位作者 谢显中 谭娅 《计算机科学》 CSCD 北大核心 2020年第9期246-251,共6页
随着5G研究的深入和商用的推进,出现了各式各样的挑战,其中,5G通信系统的资源管理对于5G网络的研究来说是一个关键性的挑战。网络功能虚拟化技术为5G的实现提供了关键支撑,同时也为5G的资源管理问题引入了新的研究方向,但是网络功能虚... 随着5G研究的深入和商用的推进,出现了各式各样的挑战,其中,5G通信系统的资源管理对于5G网络的研究来说是一个关键性的挑战。网络功能虚拟化技术为5G的实现提供了关键支撑,同时也为5G的资源管理问题引入了新的研究方向,但是网络功能虚拟化场景中的资源管理是一个比较复杂问题。特别地,虚拟网络功能的不同放置位置会为其性能带来不同的影响。文中首先对网络功能虚拟化的资源分配方法及放置对性能的影响进行了分析和研究,在此基础上,主要根据知识定义网络所提出的范例,探讨了将机器学习技术应用于虚拟网络功能内存资源管理的研究,构建神经网络学习模型,预测内存资源消耗。其次,重点对输入流量的特征进行提取,流量主要由一组特征表示,这些特征代表了从数据链路层到传输层的小批次信息,其中的内存消耗是从虚拟机管理程序的性能监测工具上得出的批量的平均内存消耗。最后,利用神经网络模型预测内存资源消耗,从而达到对内存资源进行管理的目的。 展开更多
关键词 5G通信网络 资源管理 网络功能虚拟化 机器学习 内存消耗
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SDN/NFV引入后的运营支撑系统实施方案和策略 被引量:4
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作者 石彦彬 喻琦 谢晓军 《电信科学》 2018年第6期171-182,共12页
阐述了SDN/NFV引入给运营支撑系统带来的敏捷高效流程、实时按需服务、混合组网等方面的挑战,分析了国际运营商和标准组织的行业趋势和运营商运营支撑系统能力、互联及自动化的现状,提出了新一代智能、高效、弹性、开放的运营支撑系统... 阐述了SDN/NFV引入给运营支撑系统带来的敏捷高效流程、实时按需服务、混合组网等方面的挑战,分析了国际运营商和标准组织的行业趋势和运营商运营支撑系统能力、互联及自动化的现状,提出了新一代智能、高效、弹性、开放的运营支撑系统的实施方案、边界分工及演进策略建议。 展开更多
关键词 运营支撑系统 SDN nfv 智能 高效 弹性 开放
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