Research and Application of AI in 5G Network Operation and Maintenance
Mingxin Li, Mingde Huo, Xinzhou Cheng, Lexi Xu
Abstract
Recently, AI technology is widely applied in various fields. In the 5G network, AI technology has been applied in key functionalities of SDN and NFV. In this paper, we apply AI technology to 5G network operation and maintenance, and we build a novel 5G network framework based on AI intelligence. On the basis of the framework, this paper expounds the use of AI technology to deal with a series of problems faced by 5G networks operation and maintenance, including optimal resources allocation, intelligent management of network failures, network security.
Topics & Concepts
Computer scienceKey (lock)Intelligent NetworkNetwork Functions VirtualizationNetwork managementNetwork management stationComputer networkNetwork architectureArtificial intelligenceComputer securityCloud computingOperating systemAdvanced Data and IoT TechnologiesAdvanced Wireless Communication TechnologiesSoftware-Defined Networks and 5G