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Francesc Wilhelmi
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2020 – today
- 2024
- [j15]Francesc Wilhelmi
, Nima Afraz
The implications of decentralization in blockchained federated learning: Evaluating the impact of model staleness and inconsistencies. Comput. Networks 245: 110361 (2024) - [c11]Gianluca Fontanesi, Francesc Wilhelmi, Lorenzo Galati-Giordano:
Continuous Multi-Link Operation: A Contention-Free Mechanism for the Unlicensed Spectrum. SPAWC 2024: 766-770 - [i33]Francesc Wilhelmi, Paolo Baracca, Gianluca Fontanesi, Lorenzo Galati-Giordano:
ConPA: A Contention-free Mechanism with Power Adaptation for Beyond Listen-Before-Talk. CoRR abs/2402.14667 (2024) - [i32]Dariush Salami, Francesc Wilhelmi, Lorenzo Galati-Giordano, Mika Kasslin:
Distributed Learning for Wi-Fi AP Load Prediction. CoRR abs/2405.05140 (2024) - [i31]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 abs/2405.11504 (2024) - [i30]Boris Bellalta, Katarzyna Kosek-Szott, Szymon Szott, Francesc Wilhelmi:
Towards an AI/ML-defined Radio for Wi-Fi: Overview, Challenges, and Roadmap. CoRR abs/2405.12675 (2024) - [i29]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 abs/2407.05802 (2024) - [i28]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 abs/2407.16390 (2024) - [i27]Francesc Wilhelmi, Lorenzo Galati-Giordano, Gianluca Fontanesi:
"It's Your Turn": A Novel Channel Contention Mechanism for Improving Wi-Fi's Reliability. CoRR abs/2410.07874 (2024) - 2023
- [j14]Nima Afraz
Blockchain and Smart Contracts for Telecommunications: Requirements vs. Cost Analysis. IEEE Access 11: 95653-95666 (2023) - [j13]Elia Guerra
The Cost of Training Machine Learning Models Over Distributed Data Sources. IEEE Open J. Commun. Soc. 4: 1111-1126 (2023) - [c10]Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci, Boris Bellalta, Gianluca Fontanesi, David Nunez:
Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse. CSCN 2023: 401-407 - [c9]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: 93-100 - [c8]Francesc Wilhelmi, Elia Guerra, Paolo Dini:
On the Decentralization of Blockchain-enabled Asynchronous Federated Learning. NetSoft 2023: 408-413 - [i26]Francesc Wilhelmi, Lorenzo Galati-Giordano, Giovanni Geraci, Boris Bellalta, Gianluca Fontanesi, David Nunez:
Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse. CoRR abs/2309.09169 (2023) - [i25]Vasileios Perifanis
Towards Energy-Aware Federated Traffic Prediction for Cellular Networks. CoRR abs/2309.10645 (2023) - [i24]Francesc Wilhelmi, Dariush Salami, Gianluca Fontanesi, Lorenzo Galati-Giordano, Mika Kasslin:
AI/ML-based Load Prediction in IEEE 802.11 Enterprise Networks. CoRR abs/2310.07467 (2023) - [i23]Francesc Wilhelmi, Nima Afraz
The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies. CoRR abs/2310.07471 (2023) - 2022
- [j12]Francesc Wilhelmi
Analysis and evaluation of synchronous and asynchronous FLchain. Comput. Networks 218: 109390 (2022) - [j11]Francesc Wilhelmi
End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications. IEEE Commun. Lett. 26(10): 2332-2335 (2022) - [j10]Lorenza Giupponi, Francesc Wilhelmi:
Blockchain-Enabled Network Sharing for O-RAN in 5G and Beyond. IEEE Netw. 36(4): 218-225 (2022) - [c7]David Nunez, Francesc Wilhelmi, Stefano Avallone, Malcolm Smith, Boris Bellalta:
TXOP sharing with Coordinated Spatial Reuse in Multi-AP Cooperative IEEE 802.11be WLANs. CCNC 2022: 864-870 - [i22]Francesc Wilhelmi, Sergio Barrachina-Muñoz, Paolo Dini:
End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications. CoRR abs/2202.01497 (2022) - [i21]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 abs/2203.10472 (2022) - [i20]Francesc Wilhelmi, Elia Guerra, Paolo Dini:
On the Decentralization of Blockchain-enabled Asynchronous Federated Learning. CoRR abs/2205.10201 (2022) - [i19]Elia Guerra, Francesc Wilhelmi, Marco Miozzo, Paolo Dini:
How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources? CoRR abs/2209.07124 (2022) - 2021
- [j9]Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta:
Spatial Reuse in IEEE 802.11ax WLANs. Comput. Commun. 170: 65-83 (2021) - [j8]Paola Soto
ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs. Sensors 21(13): 4321 (2021) - [j7]Francesc Wilhelmi, Marc Carrascosa
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. IEEE Wirel. Commun. 28(1): 160-166 (2021) - [c6]Francesc Wilhelmi, Lorenza Giupponi:
On the Performance of Blockchain-enabled RAN-as-a-service in Beyond 5G Networks. GLOBECOM 2021: 1-6 - [c5]Francesc Wilhelmi, Lorenza Giupponi:
Discrete-Time Analysis of Wireless Blockchain Networks. PIMRC 2021: 1011-1017 - [i18]Francesc Wilhelmi, Lorenza Giupponi:
Discrete-Time Analysis of Wireless Blockchain Networks. CoRR abs/2104.05586 (2021) - [i17]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 abs/2105.14219 (2021) - [i16]Francesc Wilhelmi, Lorenza Giupponi:
On the Performance of Blockchain-enabled RAN-as-a-service in Beyond 5G Networks. CoRR abs/2105.14221 (2021) - [i15]Lorenza Giupponi, Francesc Wilhelmi:
Blockchain-enabled Network Sharing for O-RAN. CoRR abs/2107.02005 (2021) - [i14]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 abs/2112.00515 (2021) - [i13]Francesc Wilhelmi, Lorenza Giupponi, Paolo Dini:
Blockchain-enabled Server-less Federated Learning. CoRR abs/2112.07938 (2021) - 2020
- [b1]Francesc Wilhelmi Roca:
Towards spatial reuse in future wireless local area networks: a sequential learning approach. Pompeu Fabra University, Spain, 2020 - [j6]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): 25-31 (2020) - [j5]Sergio Barrachina-Muñoz
Dynamic Channel Bonding in Spatially Distributed High-Density WLANs. IEEE Trans. Mob. Comput. 19(4): 821-835 (2020) - [j4]Sergio Barrachina-Muñoz
Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs. IEEE Wirel. Commun. Lett. 9(2): 258-262 (2020) - [i12]Francesc Wilhelmi, Marc Carrascosa, Cristina Cano, Anders Jonsson, Vishnu Ram, Boris Bellalta:
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks. CoRR abs/2005.08281 (2020)
2010 – 2019
- 2019
- [j3]Francesc Wilhelmi
Collaborative Spatial Reuse in wireless networks via selfish Multi-Armed Bandits. Ad Hoc Networks 88: 129-141 (2019) - [j2]Sergio Barrachina-Muñoz
To overlap or not to overlap: Enabling channel bonding in high-density WLANs. Comput. Networks 152: 40-53 (2019) - [j1]Francesc Wilhelmi
Potential and pitfalls of Multi-Armed Bandits for decentralized Spatial Reuse in WLANs. J. Netw. Comput. Appl. 127: 26-42 (2019) - [c4]Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta:
On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs. CSCN 2019: 1-6 - [c3]Sergio Barrachina-Muñoz, Francesc Wilhelmi, Ioannis Selinis, Boris Bellalta:
Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs. Wireless Days 2019: 1-8 - [c2]Álvaro López-Raventós, Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta:
Combining Software Defined Networks and Machine Learning to enable Self Organizing WLANs. WiMob 2019: 1-8 - [i11]Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta:
On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs. CoRR abs/1906.08063 (2019) - [i10]Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta:
Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs. CoRR abs/1907.00671 (2019) - [i9]Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta:
Spatial Reuse in IEEE 802.11ax WLANs. CoRR abs/1907.04141 (2019) - [i8]Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta, Cristina Cano, Anders Jonsson, Vishnu Ram:
A Flexible Machine Learning-Aware Architecture for Future WLANs. CoRR abs/1910.03510 (2019) - 2018
- [i7]Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta:
Performance Analysis of Dynamic Channel Bonding in Spatially Distributed High Density WLANs. CoRR abs/1801.00594 (2018) - [i6]Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta:
To overlap or not to overlap: Enabling Channel Bonding in High Density WLANs. CoRR abs/1803.09112 (2018) - [i5]Álvaro López-Raventós, Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta:
Machine Learning and Software Defined Networks for High-Density WLANs. CoRR abs/1804.05534 (2018) - [i4]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 abs/1805.11083 (2018) - [i3]Sergio Barrachina-Muñoz, Francesc Wilhelmi, Ioannis Selinis, Boris Bellalta:
Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs. CoRR abs/1811.12397 (2018) - 2017
- [c1]Francesc Wilhelmi
Implications of decentralized Q-learning resource allocation in wireless networks. PIMRC 2017: 1-5 - [i2]Francesc Wilhelmi, Boris Bellalta, Cristina Cano, Anders Jonsson:
Implications of Decentralized Q-learning Resource Allocation in Wireless Networks. CoRR abs/1705.10508 (2017) - [i1]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 abs/1710.11403 (2017)
Coauthor Index
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