RouteNet-Fermi: Network Modeling with Graph Neural Networks

RouteNet-Fermi: Network Modeling with Graph Neural Networks

22 December 2022

Miquel Ferriol Galmés

Jordi Paillissé

José Suárez-Varela

Krzysztof Rusek

Pere Barlet-Ros

A. Cabellos-Aparicio

Papers citing "RouteNet-Fermi: Network Modeling with Graph Neural Networks"

11 / 11 papers shown

Title
Traffic Engineering in Large-scale Networks with Generalizable Graph Neural Networks Fangtong Zhou Xiaorui Liu Ruozhou Yu G. Xue GNN 53 0 0 31 Mar 2025
Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin Abubakar Isah I. Aliyu Sulaiman Muhammad Rashid Jaehyung Park Minsoo Hahn Jinsul Kim 29 0 0 17 Feb 2025
Beyond Normal: Learning Spatial Density Models of Node Mobility Wanxin Gao Ioanis Nikolaidis Janelle Harms 21 0 0 17 Nov 2024
NetDiff: Deep Graph Denoising Diffusion for Ad Hoc Network Topology Generation Félix Marcoccia C. Adjih P. Mühlethaler DiffM 31 0 0 09 Oct 2024
Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network Abubakar Isah I. Aliyu Jaechan Shim Hoyong Ryu Jinsul Kim 35 0 0 06 Jun 2024
Survey of Graph Neural Network for Internet of Things and NextG Networks Sabarish Krishna Moorthy Jithin Jagannath 39 2 0 27 May 2024
Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks Hyeju Shin I. Aliyu Abubakar Isah Jinsul Kim GNN 23 0 0 14 May 2024
Building a Graph-based Deep Learning network model from captured traffic traces Carlos Güemes-Palau Miquel Ferriol Galmés A. Cabellos-Aparicio Pere Barlet-Ros GNN 34 2 0 18 Oct 2023
Learnable Digital Twin for Efficient Wireless Network Evaluation Boning Li Timofey Efimov Abhishek Kumar Jose Cortes Gunjan Verma A. Swami Santiago Segarra 27 4 0 11 Jun 2023
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation Miquel Ferriol Galmés Krzysztof Rusek José Suárez-Varela Shihan Xiao Xiangle Cheng Pere Barlet-Ros A. Cabellos-Aparicio GNN MoE 28 38 0 28 Feb 2022
From Local Structures to Size Generalization in Graph Neural Networks Gilad Yehudai Ethan Fetaya E. Meirom Gal Chechik Haggai Maron GNN AI4CE 172 123 0 17 Oct 2020