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Publication - Professor Dimitra Simeonidou

    Deep Reinforcement Learning for BBU Placement and Routing in C-RAN

    Citation

    Gao, Z, Zhang, J, Yan, S, Xiao, Y, Simeonidou, D & Ji, Y, 2019, ‘Deep Reinforcement Learning for BBU Placement and Routing in C-RAN’. in: 2019 Optical Fiber Communications Conference and Exhibition, OFC 2019 - Proceedings. Optical Society of America (OSA), San Diego

    Abstract

    The paper proposes a deep reinforcement learning (DRL) based policy for BBU placement and routing in C-RAN. The simulation results show DRL-based policy reaches the near-optimal performance with a significantly reduced computing time.

    Full details in the University publications repository