Xiangle Cheng

Network digital twin: context, enabling technologies, and opportunities

Paul Almasan, Miquel Ferriol-Galmés, Jordi Paillissé et al. · QRU Quaderns de Recerca en Urbanisme · 2022 · 147 citations · Full text

Autonomous Network, Engineering, Machine Learning +21

Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

José Suárez‐Varela, Paul Almasan, Miquel Ferriol-Galmés et al. · IEEE Network · 2022 · 92 citations · Full text

Engineering, Network Analysis, Graph Signal Processing +17

Network Function Virtualization in Dynamic Networks: A Stochastic Perspective

Xiangle Cheng, Yulei Wu, Geyong Min et al. · IEEE Journal on Selected Areas in Communications · 2018 · 82 citations · Full text

Dynamic Network, Network Virtualization, Network Science +12

RouteNet-Fermi: Network Modeling With Graph Neural Networks

Miquel Ferriol-Galmés, Jordi Paillissé, José Suárez‐Varela et al. · IEEE/ACM Transactions on Networking · 2023 · 81 citations · Full text

Engineering, Present Routenet-fermi, Network Analysis +18

Is Machine Learning Ready for Traffic Engineering Optimization?

Guillermo Bernárdez, José Suárez‐Varela, Albert València López et al. · 2021 · 66 citations · Full text

Artificial Intelligence, Intelligent Traffic Management, Internet Traffic Analysis +11