移动通信2024，Vol.48Issue(7)：21-27,7.DOI:10.3969/j.issn.1006-1010.20240701-0002
内生智能驱动的6G边缘网络双闭环自愈架构设计
Endogenous Intelligence-Driven Dual-Loop Self-Healing Architecture for 6G Edge Networks
摘要
Abstract
The rapid growth of emergence of intelligent technologies are driving the communications industry to continuously upgrade and evolve to a higher stage of autonomy.Endogenous intelligence is a key factor in realizing Autonomous Networks.In the future autonomous network management system,how to orchestrate the management of intelligent capabilities to realize the whole process of network fault management intelligence and automation?To this end,this paper designs an endogenous intelligence-driven 6G edge network dual-loop self-healing architecture throughout the whole fault lifecycle,proposes the concept of self-healing goal and solution,and establishes a loss minimization model of self-healing goal with QoS guarantee,and the corresponding network decision-making mechanism,so as to support the cross-domain management capability from the radio access network to the core network.We conducted validation experiments in a programmable edge network environment,and the results show that the self-healing closed-loop control process operates normally,and the proposed algorithm solves the link congestion faults within milliseconds delay,ensures the realization of the self-healing objective and satisfies the QoS metrics.关键词
边缘网络/内生智能/自智网络/网络管控/网络故障管理Key words
Edge networks/endogenous intelligence/autonomous networks/network management and control/network fault management分类
电子信息工程引用本文复制引用
谭灿,方宏林,喻鹏,李文璟,邱雪松..内生智能驱动的6G边缘网络双闭环自愈架构设计[J].移动通信,2024,48(7):21-27,7.基金项目
国家自然科学基金"面向6G的内生智能网元机理及协同技术研究"(U22B200045) （U22B200045）
