Shihan Xiao

Machine Learning for Networking: Workflow, Advances and Opportunities

Mowei Wang, Yong Cui, Xin Wang et al. · IEEE Network · 2017 · 440 citations · Full text

Computing, Computer Science, Computer Systems +8

Network digital twin: context, enabling technologies, and opportunities

Paul Almasan, Miquel Ferriol-Galmés, Jordi Paillissé et al. · UPCommons institutional repository (Universitat Politècnica de Catalunya) · 2022 · 160 citations · Full text

Computing, Computer Science, Computer Systems +16

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

José Suárez‐Varela, Paul Almasan, Miquel Ferriol-Galmés et al. · IEEE Network · 2022 · 102 citations · Full text

Computing, Communication, Computer Science +13

RouteNet-Fermi: Network Modeling With Graph Neural Networks

Miquel Ferriol-Galmés, Jordi Paillissé, José Suárez‐Varela et al. · IEEE/ACM Transactions on Networking · 2023 · 93 citations · Full text

Computing, Computer Science, Computer Systems +17

Is Machine Learning Ready for Traffic Engineering Optimization?

Guillermo Bernárdez, José Suárez‐Varela, Albert València López et al. · 2021 · 69 citations · Full text

Computing, Computer Science, Distributed Systems +15