Miquel Ferriol-Galmés

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

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

Building a Digital Twin for network optimization using Graph Neural Networks

Miquel Ferriol-Galmés, José Suárez‐Varela, Jordi Paillissé et al. · Computer Networks · 2022 · 62 citations · Full text

Engineering, Machine Learning, Network Analysis +17

Digital Twin Network: Opportunities and Challenges

Paul Almasan, Miquel Ferriol-Galmés, Jordi Paillissé et al. · arXiv (Cornell University) · 2022 · 59 citations · Full text

Autonomous Network, Engineering, Machine Learning +19