Miquel Ferriol-Galmés

Postdoc, Arquitectura de Computadors, Universidad Politécnica de Cataluna

Postdoc, Hospital Clinic de Barcelona

Joined

January 2025

Names

Miquel Ferriol-Galmés (Preferred)

Miquel Ferriol Galmés

Miquel Ferriol

Emails

****@upc.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

Arquitectura de Computadors, Universidad Politécnica de Cataluna (upc.edu)

2024 – Present

Postdoc

Hospital Clinic de Barcelona (recerca.clinic.cat)

2024 – Present

PhD student

Arquitectura de Computadors, Universidad Politécnica de Cataluna (upc.edu)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Albert Cabellos-Aparicio

Present

PhD Advisor

Pere Barlet-Ros

Present

Expertise

No areas of expertise listed

Publications

Wavelet-Enhanced Graph Neural Networks: Towards Non-Parametric Network Traffic Modeling
Carlos Güemes-Palau, Miquel Ferriol Galmés, Jordi Paillissé Vilanova, Albert Lopez-Bresco, Pere Barlet-Ros, Albert Cabellos-Aparicio
- GNNet@CoNEXT 2024
- Readers: Everyone
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
Guillermo Bernárdez, Lev Telyatnikov, Marco Montagna, Federica Baccini, Mathilde Papillon, Miquel Ferriol Galmés, Mustafa Hajij, Theodore Papamarkou, Maria Sofia Bucarelli, Olga Zaghen, Johan Mathe, Audun Myers, Scott Mahan, Hansen Lillemark, Sharvaree P. Vadgama, Erik J. Bekkers, Tim Doster, Tegan Emerson, Henry Kvinge, Katrina Agate et al. (53 additional authors not shown)
- CoRR 2024
- Readers: Everyone
RouteNet-Fermi: Network Modeling With Graph Neural Networks
Miquel Ferriol Galmés, Jordi Paillisse, José Suárez-Varela, Krzysztof Rusek, Shihan Xiao, Xiang Shi, Xiangle Cheng, Pere Barlet-Ros, Albert Cabellos-Aparicio
- IEEE/ACM Trans. Netw. 2023
- Readers: Everyone
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities
José Suárez-Varela, Paul Almasan, Miquel Ferriol Galmés, Krzysztof Rusek, Fabien Geyer, Xiangle Cheng, Xiang Shi, Shihan Xiao, Franco Scarselli, Albert Cabellos-Aparicio, Pere Barlet-Ros
- Published: 01 Jan 2023, Last Modified: 23 Sept 2023
- IEEE Netw. 2023
- Readers: Everyone
Building a Graph-based Deep Learning network model from captured traffic traces
Carlos Güemes-Palau, Miquel Ferriol Galmés, Albert Cabellos-Aparicio, Pere Barlet-Ros
- CoRR 2023
- Readers: Everyone
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation
Miquel Ferriol Galmés, Krzysztof Rusek, José Suárez-Varela, Shihan Xiao, Xiang Shi, Xiangle Cheng, Bo Wu, Pere Barlet-Ros, Albert Cabellos-Aparicio
- INFOCOM 2022
- Readers: Everyone
Network Digital Twin: Context, Enabling Technologies, and Opportunities
Paul Almasan, Miquel Ferriol Galmés, Jordi Paillisse, José Suárez-Varela, Diego Perino, Diego R. López, Antonio Agustin Pastor Perales, Paul Harvey, Laurent Ciavaglia, Leon Wong, Vishnu Ram, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros
- IEEE Commun. Mag. 2022
- Readers: Everyone
FlowDT: A Flow-Aware Digital Twin for Computer Networks
Miquel Ferriol Galmés, Xiangle Cheng, Xiang Shi, Shihan Xiao, Pere Barlet-Ros, Albert Cabellos-Aparicio
- ICASSP 2022
- Readers: Everyone
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, Albert Cabellos-Aparicio
- CoRR 2022
- Readers: Everyone
Network Digital Twin: Context, Enabling Technologies and Opportunities
Paul Almasan, Miquel Ferriol Galmés, Jordi Paillisse, José Suárez-Varela, Diego Perino, Diego R. López, Antonio Agustin Pastor Perales, Paul Harvey, Laurent Ciavaglia, Leon Wong, Vishnu Ram, Shihan Xiao, Xiang Shi, Xiangle Cheng, Albert Cabellos-Aparicio, Pere Barlet-Ros
- CoRR 2022
- Readers: Everyone

View all 26 publications

Co-Authors

View all 121 co-authors