人工智能在NFV中的应用  

Application of artificial intelligence in NFV

作　　者：刘增义 雷波[1] 杨明川[1] LIU Zengyi;LEI Bo;YANG Mingchuan(Beijing Research Institute of China Telecom Co.,Ltd.,Beijing 102209,China)

机构地区：[1]中国电信股份有限公司北京研究院,北京102209

出　　处：《电信科学》2019年第5期2-8,共7页Telecommunications Science

摘　　要：如何解决网络功能虚拟化(NFV)后复杂的管理问题、如何对网络进行灵活调度,是NFV发展亟需解决的问题。人工智能技术的兴起,为NFV系统内的管理和编排提供了新的解决方案。对NFV及人工智能的发展现状进行了总结性介绍,通过剖析NFV落地面临的问题,讨论了人工智能在NFV领域的应用场景,最后通过实验论证,提出了基于机器学习的智能VNF生命周期管理方案,为人工智能在NFV中的应用提供参考。How to deal with the complicated management problem after network function virtualization,how to flexibly schedule the network,all these problems need to be solved in order to develop the NFV.The rise of artificial intelligence provides a new solution for the management and orchestration in the NFV system.The present situations of NFV and artificial intelligence were summarily introduced,and use-cases of artificial intelligence in NFV were discussed.In addition,a solution for the management of VNF lifecycle management based on machine learning was proposed to provide reference for artificial intelligence technology in the application of NFV.

关 键 词：人工智能 网络功能虚拟化 生命周期 管理和编排 

分 类 号：TN915[电子电信—通信与信息系统]