Sergio Barrachina-Muñoz

Emmanuel Varvarigos

SN Comput. Sci., March, 2024

Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation.

[BibT_eX]

[DOI]

IEEE Open J. Commun. Soc., 2024

A Novel Approach for Scalable and Sustainable 6G Networks.

[BibT_eX]

[DOI]

Luis Blanco

Luca Vettori

IEEE Open J. Commun. Soc., 2024

Demo: On-demand Disaggregated Deployment of Cloud-Native Mobile Networks from Core to RAN.

[BibT_eX]

[DOI]

Proceedings of the Twenty-fifth International Symposium on Theory, 2024

DEMO: On-demand 5G/6G edge verticals via third-party UPF selection and cloud-native relocation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computers and Communications, 2024

2023

Deploying cloud-native experimental platforms for zero-touch management 5G and beyond networks.

[BibT_eX]

[DOI]

Vasiliki Vlahodimitropoulou

Panagiotis C. Kokkinos

Polyzois Soumplis

Aristotelis Kretsis

Emmanouel A. Varvarigos

IET Networks, November, 2023

AI-Driven Framework for Scalable Management of Network Slices.

[BibT_eX]

[DOI]

Ioannis P. Chochliouros

Anne-Marie Bosneag

Sihem Cherrared

Luis A. Garrido

Josep Mangues

IEEE Commun. Mag., November, 2023

X-GRL: An Empirical Assessment of Explainable GNN-DRL in B5G/6G Networks.

[BibT_eX]

[DOI]

Houbing Song

K. P. Subbalakshmi

Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2023

A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN.

[BibT_eX]

[DOI]

Lanfranco Zanzi

Francesco Devoti

Xavier Costa-Pérez

Proceedings of the IEEE INFOCOM 2023, 2023

Cloud Native Federated Learning for Streaming: An Experimental Demonstrator.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on High Performance Switching and Routing, 2023

A Marketplace Solution for Distributed Network Management and Orchestration of Slices.

[BibT_eX]

[DOI]

Luis Blanco

Luca Vettori

Josep Mangues

Proceedings of the 19th International Conference on Network and Service Management, 2023

Disaggregating a 5G Non-Public Network via On-Demand Cloud-Native UPF Deployments.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Network and Service Management, 2023

2022

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

[BibT_eX]

[DOI]

Paolo Dini

IEEE Commun. Lett., 2022

Intent-Based Orchestration for Application Relocation in a 5G Cloud-native Platform.

[BibT_eX]

[DOI]

Sabrina De Capitani di Vimercati

Proceedings of the IEEE Conference on Network Function Virtualization and Software Defined Networks, 2022

Experimentation Scenarios for Machine Learning-Based Resource Management.

[BibT_eX]

[DOI]

Alexandros Kostopoulos

Ioannis P. Chochliouros

Polyzois Soumplis

Emmanouel Manos Varvarigos

Dimitrios Kritharidis

Kostas Chartsias

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2022 IFIP WG 12.5 International Workshops, 2022

Cloud-native 5G experimental platform with over-the-air transmissions and end-to-end monitoring.

[BibT_eX]

[DOI]

Proceedings of the 13th International Symposium on Communication Systems, 2022

Mobile Edge Vertical Applications Using ETSI MEC APIs and Sandbox.

[BibT_eX]

[DOI]

Michail Dalgitsis

Sarang Kahvazadeh

Proceedings of the IEEE Conference on Standards for Communications and Networking, 2022

2021

Responsive spectrum management for wireless local area networks: from heuristic-based policies to model-free reinforcement learning.

[BibT_eX]

[DOI]

PhD thesis, 2021

Wi-Fi Channel Bonding: An All-Channel System and Experimental Study From Urban Hotspots to a Sold-Out Stadium.

[BibT_eX]

[DOI]

Edward W. Knightly

IEEE/ACM Trans. Netw., 2021

Spatial Reuse in IEEE 802.11ax WLANs.

[BibT_eX]

[DOI]

Cristina Cano

Ioannis Selinis

Comput. Commun., 2021

Multi-Armed Bandits for Spectrum Allocation in Multi-Agent Channel Bonding WLANs.

[BibT_eX]

[DOI]

Alessandro Chiumento

IEEE Access, 2021

Stateless Reinforcement Learning for Multi-Agent Systems: the Case of Spectrum Allocation in Dynamic Channel Bonding WLANs.

[BibT_eX]

[DOI]

Alessandro Chiumento

Proceedings of the 2021 Wireless Days, 2021

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

Wi-Fi All-Channel Analyzer.

[BibT_eX]

[DOI]

Edward W. Knightly

Proceedings of the WiNTECH@MobiCom 2020: Proceedings of the 14th International Workshop on Wireless Network Testbeds, 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

Towards Energy Efficient LPWANs through Learning-based Multi-hop Routing.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE World Forum on Internet of Things, 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

HARE: Supporting Efficient Uplink Multi-Hop Communications in Self-Organizing LPWANs.

[BibT_eX]

[DOI]

Sensors, 2018

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

[BibT_eX]

[DOI]

Álvaro López-Raventós

CoRR, 2018

Towards Energy Efficient LPWANs through Learning-based Multi-hop Routing for the Uplink.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

2017

Learning Optimal Routing for the Uplink in LPWANs Using Similarity-enhanced epsilon-greedy.

[BibT_eX]

[DOI]

CoRR, 2017

Multi-hop communication in the uplink for LPWANs.

[BibT_eX]

[DOI]

Comput. Networks, 2017

Learning optimal routing for the uplink in LPWANs using similarity-enhanced e-greedy.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

2015

GOAT: A Tool for Planning Wireless Sensor Networks.

[BibT_eX]

[DOI]