Sergio Barrachina-Muñoz

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 54

Top Topics

Bandit Problems

Wireless Networks

Experimental Platform

Top Venues

IEEE Commun. Mag.

Comput. Networks

Publications

Farhad Rezazadeh, Sergio Barrachina-Muñoz, Hatim Chergui, Josep Mangues, Mehdi Bennis, Dusit Niyato, Houbing Song, Lingjia Liu
Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation. CoRR (2024)
Polyzois Soumplis, Georgios Kontos, Panagiotis C. Kokkinos, Aristotelis Kretsis, Sergio Barrachina-Muñoz, Rasoul Nikbakht, Jorge Baranda, Miquel Payaró, Josep Mangues-Bafalluy, Emmanuel Varvarigos
Performance Optimization Across the Edge-Cloud Continuum: A Multi-agent Rollout Approach for Cloud-Native Application Workload Placement. SN Comput. Sci. 5 (3) (2024)
Luis Blanco, Engin Zeydan, Sergio Barrachina-Muñoz, Farhad Rezazadeh, Luca Vettori, Josep Mangues-Bafalluy
A Novel Approach for Scalable and Sustainable 6G Networks. IEEE Open J. Commun. Soc. 5 (2024)
Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Sergio Barrachina-Muñoz, Engin Zeydan, Xavier Costa-Pérez, Josep Mangues-Bafalluy
A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN. CoRR (2023)
Sergio Barrachina-Muñoz, Rasoul Nikbakht, Jorge Baranda, Miquel Payaró, Josep Mangues-Bafalluy, Panagiotis C. Kokkinos, Polyzois Soumplis, Aristotelis Kretsis, Emmanouel A. Varvarigos
Deploying cloud-native experimental platforms for zero-touch management 5G and beyond networks. IET Networks 12 (6) (2023)
Farhad Rezazadeh, Sergio Barrachina-Muñoz, Engin Zeydan, Houbing Song, K. P. Subbalakshmi, Josep Mangues-Bafalluy
X-GRL: An Empirical Assessment of Explainable GNN-DRL in B5G/6G Networks. NFV-SDN (2023)
Engin Zeydan, Luis Blanco, Sergio Barrachina-Muñoz, Farhad Rezazadeh, Luca Vettori, Josep Mangues
A Marketplace Solution for Distributed Network Management and Orchestration of Slices. CNSM (2023)
Farhad Rezazadeh, Sergio Barrachina-Muñoz, Engin Zeydan, Houbing Song, K. P. Subbalakshmi, Josep Mangues-Bafalluy
X-GRL: An Empirical Assessment of Explainable GNN-DRL in B5G/6G Networks. CoRR (2023)
Sergio Barrachina-Muñoz, Engin Zeydan, Luis Blanco, Luca Vettori, Farhad Rezazadeh, Josep Mangues-Bafalluy
Cloud Native Federated Learning for Streaming: An Experimental Demonstrator. HPSR (2023)
Jorge Baranda, Sergio Barrachina-Muñoz, Rasoul Nikbakht, Miquel Payaró, Josep Mangues-Bafalluy
Disaggregating a 5G Non-Public Network via On-Demand Cloud-Native UPF Deployments. CNSM (2023)
Luis Blanco, Slawomir Kuklinski, Engin Zeydan, Farhad Rezazadeh, Ashima Chawla, Lanfranco Zanzi, Francesco Devoti, Robert Kolakowski, Vasiliki Vlahodimitropoulou, Ioannis P. Chochliouros, Anne-Marie Bosneag, Sihem Cherrared, Luis A. Garrido, Sergio Barrachina-Muñoz, Josep Mangues
AI-Driven Framework for Scalable Management of Network Slices. IEEE Commun. Mag. 61 (11) (2023)
Farhad Rezazadeh, Lanfranco Zanzi, Francesco Devoti, Sergio Barrachina-Muñoz, Engin Zeydan, Xavier Costa-Pérez, Josep Mangues-Bafalluy
A Multi-Agent Deep Reinforcement Learning Approach for RAN Resource Allocation in O-RAN. INFOCOM Workshops (2023)
Sergio Barrachina-Muñoz, Miquel Payaró, Josep Mangues-Bafalluy
Cloud-native 5G experimental platform with over-the-air transmissions and end-to-end monitoring. CSNDSP (2022)
Sergio Barrachina-Muñoz, Miquel Payaró, Josep Mangues-Bafalluy
Cloud-native 5G experimental platform with over-the-air transmissions and end-to-end monitoring. CoRR (2022)
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)
Rasoul Nikbakht, Michail Dalgitsis, Sergio Barrachina-Muñoz, Sarang Kahvazadeh
Mobile Edge Vertical Applications Using ETSI MEC APIs and Sandbox. CSCN (2022)
Sergio Barrachina-Muñoz, Jorge Baranda, Miquel Payaró, Josep Mangues-Bafalluy
Intent-Based Orchestration for Application Relocation in a 5G Cloud-native Platform. NFV-SDN (2022)
Sergio Barrachina-Muñoz, Jorge Baranda, Miquel Payaró, Josep Mangues-Bafalluy
Intent-Based Orchestration for Application Relocation in a 5G Cloud-native Platform. CoRR (2022)
Rasoul Nikbakht, Michail Dalgitsis, Sergio Barrachina-Muñoz, Sarang Kahvazadeh
Mobile Edge Vertical Applications Using ETSI MEC APIs and Sandbox. 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)
Sergio Barrachina-Muñoz, Boris Bellalta, Edward W. Knightly
Wi-Fi Channel Bonding: An All-Channel System and Experimental Study From Urban Hotspots to a Sold-Out Stadium. IEEE/ACM Trans. Netw. 29 (5) (2021)
Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta
Spatial Reuse in IEEE 802.11ax WLANs. Comput. Commun. 170 (2021)
Sergio Barrachina-Muñoz, Alessandro Chiumento, Boris Bellalta
Stateless Reinforcement Learning for Multi-Agent Systems: the Case of Spectrum Allocation in Dynamic Channel Bonding WLANs. CoRR (2021)
Sergio Barrachina-Muñoz, Alessandro Chiumento, Boris Bellalta
Stateless Reinforcement Learning for Multi-Agent Systems: the Case of Spectrum Allocation in Dynamic Channel Bonding WLANs. WD (2021)
Sergio Barrachina-Muñoz, Alessandro Chiumento, Boris Bellalta
Multi-Armed Bandits for Spectrum Allocation in Multi-Agent Channel Bonding WLANs. IEEE Access 9 (2021)
Sergio Barrachina-Muñoz, Boris Bellalta, Edward W. Knightly
Wi-Fi All-Channel Analyzer. 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, Boris Bellalta, Edward W. Knightly
Wi-Fi All-Channel Analyzer. WiNTECH@MOBICOM (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)
Sergio Barrachina-Muñoz, Toni Adame, Albert Bel, Boris Bellalta
Towards Energy Efficient LPWANs through Learning-based Multi-hop Routing. WF-IoT (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)
Toni Adame, Sergio Barrachina-Muñoz, Boris Bellalta, Albert Bel
HARE: Supporting Efficient Uplink Multi-Hop Communications in Self-Organizing LPWANs. Sensors 18 (1) (2018)
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, Toni Adame, Albert Bel, Boris Bellalta
Towards Energy Efficient LPWANs through Learning-based Multi-hop Routing for the Uplink. 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)
Sergio Barrachina-Muñoz, Boris Bellalta, Toni Adame, Albert Bel
Multi-hop communication in the uplink for LPWANs. Comput. Networks 123 (2017)
Toni Adame, Sergio Barrachina-Muñoz, Boris Bellalta, Albert Bel
HARE: Supporting efficient uplink multi-hop communications in self-organizing LPWANs. CoRR (2017)
Sergio Barrachina-Muñoz, Boris Bellalta
Learning optimal routing for the uplink in LPWANs using similarity-enhanced e-greedy. PIMRC (2017)
Sergio Barrachina-Muñoz, Boris Bellalta
Learning Optimal Routing for the Uplink in LPWANs Using Similarity-enhanced epsilon-greedy. CoRR (2017)
Sergio Barrachina-Muñoz, Boris Bellalta, Toni Adame, Albert Bel
Multi-hop Communication in the Uplink for LPWANs. CoRR (2016)
Sergio Barrachina-Muñoz, Toni Adame, Albert Bel, Boris Bellalta
GOAT: A Tool for Planning Wireless Sensor Networks. MACOM (2015)