Francesc Wilhelmi

Paolo Baracca

Gianluca Fontanesi

Lorenzo Galati Giordano

CoRR, 2024

2023

The Cost of Training Machine Learning Models Over Distributed Data Sources.

[BibT_eX]

[DOI]

IEEE Open J. Commun. Soc., 2023

The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies.

[BibT_eX]

[DOI]

CoRR, 2023

AI/ML-based Load Prediction in IEEE 802.11 Enterprise Networks.

[BibT_eX]

[DOI]

Dariush Salami

Gianluca Fontanesi

Lorenzo Galati Giordano

Mika Kasslin

CoRR, 2023

Blockchain and Smart Contracts for Telecommunications: Requirements vs. Cost Analysis.

[BibT_eX]

[DOI]

IEEE Access, 2023

On the Decentralization of Blockchain-enabled Asynchronous Federated Learning.

[BibT_eX]

[DOI]

Elia Guerra

Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

Towards Energy-Aware Federated Traffic Prediction for Cellular Networks.

[BibT_eX]

[DOI]

Remous-Aris Koutsiamanis

Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

Throughput Analysis of IEEE 802.11bn Coordinated Spatial Reuse.

[BibT_eX]

[DOI]

Lorenzo Galati Giordano

Proceedings of the IEEE Conference on Standards for Communications and Networking, 2023

2022

Blockchain-Enabled Network Sharing for O-RAN in 5G and Beyond.

[BibT_eX]

[DOI]

IEEE Netw., 2022

End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2022

How Much Does It Cost to Train a Machine Learning Model over Distributed Data Sources?

[BibT_eX]

[DOI]

CoRR, 2022

Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs.

[BibT_eX]

[DOI]

CoRR, 2022

Analysis and evaluation of synchronous and asynchronous FLchain.

[BibT_eX]

[DOI]

Comput. Networks, 2022

TXOP sharing with Coordinated Spatial Reuse in Multi-AP Cooperative IEEE 802.11be WLANs.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2021

Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2021

ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs.

[BibT_eX]

[DOI]

Luis Alejandro Fletscher

Sensors, 2021

Blockchain-enabled Server-less Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Blockchain-enabled Network Sharing for O-RAN.

[BibT_eX]

[DOI]

CoRR, 2021

Machine Learning for Performance Prediction of Channel Bonding in Next-Generation IEEE 802.11 WLANs.

[BibT_eX]

[DOI]

Abdulrahman Algunayah

CoRR, 2021

Spatial Reuse in IEEE 802.11ax WLANs.

[BibT_eX]

[DOI]

Cristina Cano

Ioannis Selinis

Comput. Commun., 2021

Discrete-Time Analysis of Wireless Blockchain Networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

On the Performance of Blockchain-enabled RAN-as-a-service in Beyond 5G Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

2020

Towards spatial reuse in future wireless local area networks: a sequential learning approach.

[BibT_eX]

[DOI]

Francesc Wilhelmi Roca

PhD thesis, 2020

Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2020

Dynamic Channel Bonding in Spatially Distributed High-Density WLANs.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

A Flexible Machine-Learning-Aware Architecture for Future WLANs.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2020

2019

Potential and pitfalls of Multi-Armed Bandits for decentralized Spatial Reuse in WLANs.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2019

To overlap or not to overlap: Enabling channel bonding in high-density WLANs.

[BibT_eX]

[DOI]

Comput. Networks, 2019

Collaborative Spatial Reuse in wireless networks via selfish Multi-Armed Bandits.

[BibT_eX]

[DOI]

Ad Hoc Networks, 2019

Combining Software Defined Networks and Machine Learning to enable Self Organizing WLANs.

[BibT_eX]

[DOI]

Álvaro López-Raventós

Proceedings of the 2019 International Conference on Wireless and Mobile Computing, 2019

Komondor: a Wireless Network Simulator for Next-Generation High-Density WLANs.

[BibT_eX]

[DOI]

Ioannis Selinis

Proceedings of the 2019 Wireless Days, 2019

On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Standards for Communications and Networking, 2019

2018

Machine Learning and Software Defined Networks for High-Density WLANs.

[BibT_eX]

[DOI]

Álvaro López-Raventós

CoRR, 2018

Performance Analysis of Dynamic Channel Bonding in Spatially Distributed High Density WLANs.

[BibT_eX]

[DOI]