Miquel Farreras

According to our database, Miquel Farreras authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Graph Neural Networks for Open Radio Access Network Mobility Management: A Link Prediction Approach.

Ana González Bermúdez, Miquel Farreras, Milan Groshev, José Antonio Trujillo, Isabel de la Bandera, Raquel Barco

IEEE Veh. Technol. Mag., December, 2025

Graph Neural Networks for O-RAN Mobility Management: A Link Prediction Approach.

Ana González Bermúdez, Miquel Farreras, Milan Groshev, José Antonio Trujillo, Isabel de la Bandera, Raquel Barco

CoRR, February, 2025

GNNetSlice: A GNN-based performance model to support network slicing in B5G networks.

Miquel Farreras, Jordi Paillisse, Lluís Fàbrega, Pere Vilà

Comput. Commun., 2025

2024

Network performance prediction using graph neural networks: application to network slicing.

Miquel Farreras

PhD thesis, 2024

2023

Improving Network Delay Predictions Using GNNs.

Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà

J. Netw. Syst. Manag., July, 2023

2022

Predicting network performance using GNNs: generalization to larger unseen networks.

Miquel Farreras, Paola Soto, Miguel Camelo, Lluís Fàbrega, Pere Vilà

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022