Francesc Wilhelmi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 57

Top Topics

Wireless Networks

Machine Learning

Top Venues

Comput. Networks

Publications

Francesc Wilhelmi, Szymon Szott, Katarzyna Kosek-Szott, Boris Bellalta
Machine Learning & Wi-Fi: Unveiling the Path Towards AI/ML-Native IEEE 802.11 Networks. CoRR (2024)
Francesc Wilhelmi, Paolo Baracca, Gianluca Fontanesi, Lorenzo Galati Giordano
ConPA: A Contention-free Mechanism with Power Adaptation for Beyond Listen-Before-Talk. CoRR (2024)
Marc Carrascosa-Zamacois, Lorenzo Galati-Giordano, Francesc Wilhelmi, Gianluca Fontanesi, Anders Jonsson, Giovanni Geraci, Boris Bellalta
Performance Evaluation of MLO for XR Streaming: Can Wi-Fi 7 Meet the Expectations? CoRR (2024)
David Nunez, Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci, Boris Bellalta
Spatial Reuse in IEEE 802.11bn Coordinated Multi-AP WLANs: A Throughput Analysis. CoRR (2024)
Dariush Salami, Francesc Wilhelmi, Lorenzo Galati Giordano, Mika Kasslin
Distributed Learning for Wi-Fi AP Load Prediction. CoRR (2024)
Francesc Wilhelmi, Nima Afraz, Elia Guerra, Paolo Dini
The implications of decentralization in blockchained federated learning: Evaluating the impact of model staleness and inconsistencies. Comput. Networks 245 (2024)
Boris Bellalta, Katarzyna Kosek-Szott, Szymon Szott, Francesc Wilhelmi
Towards an AI/ML-defined Radio for Wi-Fi: Overview, Challenges, and Roadmap. CoRR (2024)
Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini
The Cost of Training Machine Learning Models Over Distributed Data Sources. IEEE Open J. Commun. Soc. 4 (2023)
Francesc Wilhelmi, Lorenzo Galati Giordano, Giovanni Geraci, Boris Bellalta, Gianluca Fontanesi, David Nunez
Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse. CSCN (2023)
Francesc Wilhelmi, Lorenzo Galati Giordano, Giovanni Geraci, Boris Bellalta, Gianluca Fontanesi, David Nunez
Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse. CoRR (2023)
Francesc Wilhelmi, Elia Guerra, Paolo Dini
On the Decentralization of Blockchain-enabled Asynchronous Federated Learning. NetSoft (2023)
Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. CoRR (2023)
Francesc Wilhelmi, Dariush Salami, Gianluca Fontanesi, Lorenzo Galati Giordano, Mika Kasslin
AI/ML-based Load Prediction in IEEE 802.11 Enterprise Networks. CoRR (2023)
Nima Afraz, Francesc Wilhelmi, Hamed Ahmadi, Marco Ruffini
Blockchain and Smart Contracts for Telecommunications: Requirements vs. Cost Analysis. IEEE Access 11 (2023)
Vasileios Perifanis, Nikolaos Pavlidis, Selim F. Yilmaz, Francesc Wilhelmi, Elia Guerra, Marco Miozzo, Pavlos S. Efraimidis, Paolo Dini, Remous-Aris Koutsiamanis
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. FMEC (2023)
Francesc Wilhelmi, Nima Afraz, Elia Guerra, Paolo Dini
The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies. CoRR (2023)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Paolo Dini
End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications. IEEE Commun. Lett. 26 (10) (2022)
Lorenza Giupponi, Francesc Wilhelmi
Blockchain-Enabled Network Sharing for O-RAN in 5G and Beyond. IEEE Netw. 36 (4) (2022)
Francesc Wilhelmi, Lorenza Giupponi, Paolo Dini
Analysis and evaluation of synchronous and asynchronous FLchain. Comput. Networks 218 (2022)
D. Nunez, Francesc Wilhelmi, Stefano Avallone, M. Smith, Boris Bellalta
TXOP sharing with Coordinated Spatial Reuse in Multi-AP Cooperative IEEE 802.11be WLANs. CCNC (2022)
Francesc Wilhelmi, Jernej Hribar, Selim F. Yilmaz, Emre Ozfatura, Kerem Ozfatura, Ozlem Yildiz, Deniz Gündüz, Hao Chen, Xiaoying Ye, Lizhao You, Yulin Shao, Paolo Dini, Boris Bellalta
Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs. CoRR (2022)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Paolo Dini
End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications. CoRR (2022)
Francesc Wilhelmi, Elia Guerra, Paolo Dini
On the Decentralization of Blockchain-enabled Asynchronous Federated Learning. CoRR (2022)
Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini
How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources? CoRR (2022)
Paola Soto, Miguel Camelo, Kevin Mets, Francesc Wilhelmi, David Góez, Luis Alejandro Fletscher, Natalia Gaviria, Peter Hellinckx, Juan Felipe Botero, Steven Latré
ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs. Sensors 21 (13) (2021)
Francesc Wilhelmi, Lorenza Giupponi, Paolo Dini
Blockchain-enabled Server-less Federated Learning. CoRR (2021)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta
Spatial Reuse in IEEE 802.11ax WLANs. Comput. Commun. 170 (2021)
Lorenza Giupponi, Francesc Wilhelmi
Blockchain-enabled Network Sharing for O-RAN. CoRR (2021)
Francesc Wilhelmi, David Góez, Paola Soto, Ramon Vallés, Mohammad Alfaifi, Abdulrahman Algunayah, Jorge Martín-Pérez, Luigi Girletti, Rajasekar Mohan, K. Venkat Ramnan, Boris Bellalta
Machine Learning for Performance Prediction of Channel Bonding in Next-Generation IEEE 802.11 WLANs. CoRR (2021)
Francesc Wilhelmi, Lorenza Giupponi
On the Performance of Blockchain-enabled RAN-as-a-service in Beyond 5G Networks. GLOBECOM (2021)
Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson, Vishnu Ram, Boris Bellalta
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. IEEE Wirel. Commun. 28 (1) (2021)
David Nunez, Francesc Wilhelmi, Stefano Avallone, Malcolm Smith, Boris Bellalta
TXOP sharing with Coordinated Spatial Reuse in Multi-AP Cooperative IEEE 802.11be WLANs. CoRR (2021)
Francesc Wilhelmi, Lorenza Giupponi
Discrete-Time Analysis of Wireless Blockchain Networks. CoRR (2021)
Francesc Wilhelmi, Lorenza Giupponi
On the Performance of Blockchain-enabled RAN-as-a-service in Beyond 5G Networks. CoRR (2021)
Francesc Wilhelmi, Lorenza Giupponi
Discrete-Time Analysis of Wireless Blockchain Networks. PIMRC (2021)
Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson, Vishnu Ram, Boris Bellalta
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. CoRR (2020)
Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs. IEEE Wirel. Commun. Lett. 9 (2) (2020)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Vishnu Ram
A Flexible Machine-Learning-Aware Architecture for Future WLANs. IEEE Commun. Mag. 58 (3) (2020)
Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
Dynamic Channel Bonding in Spatially Distributed High-Density WLANs. IEEE Trans. Mob. Comput. 19 (4) (2020)
Francesc Wilhelmi, Cristina Cano, Gergely Neu, Boris Bellalta, Anders Jonsson, Sergio Barrachina-Muñoz
Collaborative Spatial Reuse in wireless networks via selfish Multi-Armed Bandits. Ad Hoc Networks 88 (2019)
Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
To overlap or not to overlap: Enabling channel bonding in high-density WLANs. Comput. Networks 152 (2019)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta
Spatial Reuse in IEEE 802.11ax WLANs. CoRR (2019)
Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs. CoRR (2019)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta
On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs. CSCN (2019)
Álvaro López-Raventós, Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta
Combining Software Defined Networks and Machine Learning to enable Self Organizing WLANs. WiMob (2019)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Gergely Neu
Potential and pitfalls of Multi-Armed Bandits for decentralized Spatial Reuse in WLANs. J. Netw. Comput. Appl. 127 (2019)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta
On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs. CoRR (2019)
Sergio Barrachina-Muñoz, Francesc Wilhelmi, Ioannis Selinis, Boris Bellalta
Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs. Wireless Days (2019)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Vishnu Ram
A Flexible Machine Learning-Aware Architecture for Future WLANs. CoRR (2019)
Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
To overlap or not to overlap: Enabling Channel Bonding in High Density WLANs. CoRR (2018)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Boris Bellalta, Anders Jonsson, Gergely Neu
Potential and Pitfalls of Multi-Armed Bandits for Decentralized Spatial Reuse in WLANs. CoRR (2018)
Álvaro López-Raventós, Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta
Machine Learning and Software Defined Networks for High-Density WLANs. CoRR (2018)
Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta
Performance Analysis of Dynamic Channel Bonding in Spatially Distributed High Density WLANs. CoRR (2018)
Sergio Barrachina-Muñoz, Francesc Wilhelmi, Ioannis Selinis, Boris Bellalta
Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs. CoRR (2018)
Francesc Wilhelmi, Cristina Cano, Gergely Neu, Boris Bellalta, Anders Jonsson, Sergio Barrachina-Muñoz
Collaborative Spatial Reuse in Wireless Networks via Selfish Multi-Armed Bandits. CoRR (2017)
Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson
Implications of Decentralized Q-learning Resource Allocation in Wireless Networks. CoRR (2017)
Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson
Implications of decentralized Q-learning resource allocation in wireless networks. PIMRC (2017)