首页|期刊导航|无线电工程|面向云雾边协同网络的SFC鲁棒增强部署研究

面向云雾边协同网络的SFC鲁棒增强部署研究OA

Service Function Chain Deployment with Robustness Enhancement for Cloud-Fog-Edge Collaborative Network

中文摘要英文摘要

云雾边协同网络(Cloud-Fog-Edge Collaborative Network,CFECN)是实现6G泛在智能服务的关键基础设施,但其异构资源特性为服务功能链(Service Function Chain,SFC)的部署带来严峻挑战.现有方法多聚焦于单路径映射,在动态网络环境中易成为性能瓶颈.在现有两阶段SFC部署框架的基础上,提出一种增强型多路径链路映射机制.该机制在节点映射阶段采用NSGA-Ⅱ算法优化部署成本与系统吞吐量;进而在链路映射阶段,引入K最短路径(K-Shortest Path,KSP)算法生成满足带宽和时延约束的多条候选路径,并设计一种基于路径质量感知的动态选择与预留策略.该改进旨在提升系统对链路拥塞和突发故障的适应能力,增强切片部署的鲁棒性.仿真结果表明,所提增强机制在保持原有成本与吞吐量优势的同时,显著提高了高负载场景下的请求接受率和系统稳定性,为CFECN中可靠、高效的网络服务定制提供了更优的解决方案.

Cloud-Fog-Edge Collaborative Network(CFECN)is a key infrastructure for enabling ubiquitous intelligent services in 6G.However,its heterogeneous resource characteristics pose significant challenges for Service Function Chain(SFC)deployment.Existing methods often focus on single-path mapping,which can become a performance bottleneck in dynamic network environments.Building upon an existing two-stage SFC deployment framework,an enhanced multi-path link mapping mechanism is proposed.In the node mapping stage,the NSGA-Ⅱ algorithm is employed to optimize deployment cost and system throughput.Subsequently,in the link mapping stage,the K-Shortest Path(KSP)algorithm is introduced to generate multiple candidate paths that satisfy bandwidth and delay constraints,along with a dynamic selection and reservation strategy based on path quality awareness.This enhancement aims to improve the system's adaptability to link congestion and sudden failures,thereby enhancing the robustness of slice deployment.Simulation results demonstrate that the proposed enhanced mechanism significantly improves the request acceptance rate and system stability under high-load scenarios while maintaining the original advantages in cost and throughput,providing a more reliable and efficient solution for service customization in CFECN.

黄鑫;耿石伟;谢钧;曹浩彤;胡超;田晨景

陆军工程大学指挥控制工程学院,江苏南京 210007陆军工程大学指挥控制工程学院,江苏南京 210007陆军工程大学指挥控制工程学院,江苏南京 210007南京邮电大学江苏省无线通信与物联网重点实验室,江苏南京 210003陆军工程大学指挥控制工程学院,江苏南京 210007陆军工程大学指挥控制工程学院,江苏南京 210007

信息技术与安全科学

云雾边协同网络服务功能链NSGA-Ⅱ多路径映射鲁棒性增强

CFECNSFCNSGA-Ⅱmulti-path mappingrobustness enhancement

《无线电工程》 2026 (4)

591-601,11

陆军工程大学青年自主创新基金(KYZYJKQTZQ24003)Youth Independent Innovation Foundation of Army Engineering University of PLA(KYZYJKQTZQ24003)

10.3969/j.issn.1003-3106.2026.04.004

评论