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    Article

    Optimum splitting computing for DNN training through next generation smart networks: a multi-tier deep reinforcement learning approach

    Deep neural networks (DNNs) involving massive neural nodes grouped into different neural layers have been a promising innovation for function approximation and inference, which have been widely applied to vari...

    Shao-Yu Lien, Cheng-Hao Yeh, Der-Jiunn Deng in Wireless Networks (2024)

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    Article

    Throughput Analysis of 3GPP Licensed-Assisted Access Using Multiple Carriers

    Due to the urgent demands for wider bandwidth to support continuously blooming wireless applications, deploying Long-Term Evolution Advanced (LTE-A) networks to unlicensed spectrum has been regarded as one of ...

    Shao-Yu Lien, You-Lin Shiau, Der-Jiunn Deng in Mobile Networks and Applications (2019)

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    Article

    Optimum Ultra-Reliable and Low Latency Communications in 5G New Radio

    To satisfactorily gratify the scope of International Mobile Telecommunications 2020 (IMT-2020), 3GPP has launched the standardization activity of the fifth generation (5G) New Radio (NR) to deploy the first ph...

    Shao-Yu Lien, Shao-Chou Hung, Der-Jiunn Deng… in Mobile Networks and Applications (2018)