Intelligent Network Slicing Platform (智能无线网络切片评估与测试验证平台)
An overview of the platform in Chinese.
An English introduction of the platform in IEEE INFOCOM 2022.
Other Relevant Publications:
Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, and Xianfu Chen, “GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing,’’ IEEE J. Sel. Area. Commun., vol. 38, no. 2, pp. 334–349, Feb. 2020. (Corresponding Author)
Rongpeng Li, Chujie Wang, Rongbin Guo, Zhifeng Zhao, and Honggang Zhang, “The LSTM-based advantage actor-critic learning for resource management in network slicing with user mobility,” IEEE Commun. Lett., vol. 24, no. 9, pp. 2005–2009, Sep. 2020.
Xuan Zhou, Rongpeng Li, Tao Chen, and Honggang Zhang, “Network Slicing as a Service: Enable Industries Own Software-defined Cellular Networks,” IEEE Commun. Mag., vol. 54, no. 7, pp. 146 - 153, Jul. 2016.
Chen Qi, Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, and Honggang Zhang, “Deep Reinforcement Learning with Discrete Normalized Advantage Functions for Resource Management in Network Slicing,’’ IEEE Communications Letters, vol. 23, no. 6, pp. 1337–1341, Aug. 2019. (Corresponding Author)
Rongpeng Li, Zhifeng Zhao, Rongpeng Li, Qi Sun, Chi-Lin I, Chenyang Yang, Xianfu Chen, Minjian Zhao, Honggang Zhang, “Deep Reinforcement Learning for Resource Management in Network Slicing,” IEEE Access, vol. 6, pp. 74429–74441, Nov. 2018.
Baidi Xiao, Yan Shao, Rongpeng Li, Zhifeng Zhao, and Honggang Zhang, “DEMO: Deep reinforcement learning for resource management in cellular network slicing,” in Proc.IEEE INFOCOM 2022, Virtual Edition, May 2022.
Yan Shao, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, and Yugeng Zhou, “Graph attention network-based DRL for network slicing management in dense cellular networks,” in Proc. IEEE WCNC 2021, Nanjing, China, Apr. 2021.
Yuxiu Hua, Rongpeng Li, Zhifeng Zhao, Honggang Zhang, and Xianfu Chen, “GAN-based Deep Distributional Reinforcement Learning for Resource Management in Network Slicing,’’ in Proc. IEEE Globecom 2019, Big Island, Hawaii, USA, Dec. 2019.
Relevant Codes on Github