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cs.NI2020
Intelligent Bandwidth Allocation for Latency Management in NG-EPON using Reinforcement Learning Methods
Qi Zhou, Jingjie Zhu, Junwen Zhang +3
A novel intelligent bandwidth allocation scheme in NG-EPON using reinforcement learning is proposed and demonstrated for latency management. We verify the capability of the propose…
cs.NI2019
Power Loading based on Portfolio Theory for Densified Millimeter-Wave Small-Cell Communications
Shuyi Shen, Bernardo A. Huberman, Lin Cheng +1
We experimentally demonstrate a novel scheme of power loading based on portfolio theory for millimeter-wave small-cell densification. By exploiting the statistical characteristics…