[ThE3] Machine Learning and Data Analytics

[ThE3-4] Big-Data-Driven Dynamic Clustering and Load Balancing of Virtual Base Stations for 5G Fronthaul Network

〇Huiting Lu¹, Min Zhang¹, Minghui Wang², Chuang Song¹, Danshi Wang¹, Luyao Guan¹ (¹Beijing Univ. of Posts and Telecommunications (BUPT), China, ²China State Shipbuilding Corporation, China)

Keywords:Optical access networks for post 5G mobile service, Resource provisioning/ metering/ monitoring of computing and big data oriented systems , Software defined networking (SDN) for computing and big data control, Hybrid wireless-optical access networks

A big-data-driven dynamic clustering and load balancing scheme of virtual base stations for 5G fronthaul network is proposed. The comparison of load balancing factor shows that the optimization effect of the scheme is obvious.