Weiyang Mo

Model transfer of QoT prediction in optical networks based on artificial neural networks

Jiakai Yu, Weiyang Mo, Yue-Kai Huang et al. · Journal of Optical Communications and Networking · 2019 · 63 citations

Free-space Optical Network, Engineering, Machine Learning +9

Machine Learning Based Prediction of Erbium-Doped Fiber WDM Line Amplifier Gain Spectra

Shengxiang Zhu, Craig Gutterman, Weiyang Mo et al. · 2018 · 53 citations

Engineering, Machine Learning, Optical Amplification +10

ANN-Based Transfer Learning for QoT Prediction in Real-Time Mixed Line-Rate Systems

Weiyang Mo, Yue-Kai Huang, Shaoliang Zhang et al. · Optical Fiber Communication Conference · 2018 · 48 citations

Engineering, Machine Learning, Traffic Prediction +11

Deep-Neural-Network-Based Wavelength Selection and Switching in ROADM Systems

Weiyang Mo, Craig Gutterman, Yao Li et al. · Journal of Optical Communications and Networking · 2018 · 44 citations · Full text

Photonics, Engineering, Machine Learning +11

Deep Neural Network Based Dynamic Resource Reallocation of BBU Pools in 5G C-RAN ROADM Networks

Weiyang Mo, Craig Gutterman, Yao Li et al. · Optical Fiber Communication Conference · 2018 · 32 citations

Optical Network 30, Engineering, 5G System +12