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ORCIDSergio Barrachina-Muñoz
Person information
- affiliation: Centre Tecnològic de Telecomunicacions de Catalunya, Barcelona, Spain
- affiliation (PhD 2021): Universitat Pompeu Fabra, Spain
Other persons with the same name
- Sergio Barrachina 0001
![[0000-0003-4642-7467]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-4642-7467")
(aka: Sergio Barrachina-Mir) — Jaume I University, Castellón de la Plana, Spain
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Books and Theses
- 2021
[b1]Sergio Barrachina-Muñoz:
Responsive spectrum management for wireless local area networks: from heuristic-based policies to model-free reinforcement learning. Pompeu Fabra University, Spain, 2021
Journal Articles
- 2024
- [j16]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: 1673-1692 (2024) - [j15]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): 318 (2024) - 2023
- [j14]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): 216-222 (2023) - [j13]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): 305-315 (2023) - 2022
- [j12]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): 2332-2335 (2022) - 2021
- [j11]Sergio Barrachina-Muñoz, Alessandro Chiumento, Boris Bellalta:
Multi-Armed Bandits for Spectrum Allocation in Multi-Agent Channel Bonding WLANs. IEEE Access 9: 133472-133490 (2021) - [j10]Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta:
Spatial Reuse in IEEE 802.11ax WLANs. Comput. Commun. 170: 65-83 (2021) - [j9]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): 2101-2114 (2021) - 2020
- [j8]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) - [j7]Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta:
Dynamic Channel Bonding in Spatially Distributed High-Density WLANs. IEEE Trans. Mob. Comput. 19(4): 821-835 (2020) - [j6]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): 258-262 (2020) - 2019
- [j5]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: 129-141 (2019) - [j4]Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta:
To overlap or not to overlap: Enabling channel bonding in high-density WLANs. Comput. Networks 152: 40-53 (2019) - [j3]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: 26-42 (2019) - 2018
- [j2]Toni Adame, Sergio Barrachina-Muñoz, Boris Bellalta, Albert Bel:
HARE: Supporting Efficient Uplink Multi-Hop Communications in Self-Organizing LPWANs. Sensors 18(1): 115 (2018) - 2017
- [j1]Sergio Barrachina-Muñoz, Boris Bellalta, Toni Adame, Albert Bel:
Multi-hop communication in the uplink for LPWANs. Comput. Networks 123: 153-168 (2017)
Conference and Workshop Papers
- 2023
- [c17]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: 1-3 - [c16]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: 1-6 - [c15]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: 1-3 - [c14]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: 1-2 - [c13]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: 172-174 - 2022
- [c12]Rasoul Nikbakht, Michail Dalgitsis, Sergio Barrachina-Muñoz, Sarang Kahvazadeh:
Mobile Edge Vertical Applications Using ETSI MEC APIs and Sandbox. CSCN 2022: 209 - [c11]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: 692-697 - [c10]Alexandros Kostopoulos, Ioannis P. Chochliouros, John S. Vardakas, Miquel Payaró, Sergio Barrachina, Md. Arifur Rahman, Evgenii Vinogradov, Philippe Chanclou, Roberto Gonzalez, Charalambos Klitis, Sabrina De Capitani di Vimercati, Polyzois Soumplis, Emmanouel Manos Varvarigos, Dimitrios Kritharidis, Kostas Chartsias:
Experimentation Scenarios for Machine Learning-Based Resource Management. AIAI Workshops 2022: 120-133 - [c9]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: 94-95 - 2021
- [c8]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: 1-5 - 2020
- [c7]Sergio Barrachina-Muñoz, Boris Bellalta, Edward W. Knightly:
Wi-Fi All-Channel Analyzer. WiNTECH@MOBICOM 2020: 72-79 - 2019
- [c6]Francesc Wilhelmi, Sergio Barrachina-Muñoz, Boris Bellalta:
On the Performance of the Spatial Reuse Operation in IEEE 802.11ax WLANs. CSCN 2019: 1-6 - [c5]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 - [c4]Sergio Barrachina-Muñoz, Toni Adame, Albert Bel, Boris Bellalta:
Towards Energy Efficient LPWANs through Learning-based Multi-hop Routing. WF-IoT 2019: 644-649 - [c3]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 - 2017
- [c2]Sergio Barrachina-Muñoz, Boris Bellalta:
Learning optimal routing for the uplink in LPWANs using similarity-enhanced e-greedy. PIMRC 2017: 1-5 - 2015
- [c1]Sergio Barrachina-Muñoz, Toni Adame, Albert Bel, Boris Bellalta:
GOAT: A Tool for Planning Wireless Sensor Networks. MACOM 2015: 147-158
Informal and Other Publications
- 2023
- [i22]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 abs/2307.02414 (2023) - [i21]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 abs/2311.08798 (2023) - 2022
- [i20]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) - [i19]Sergio Barrachina-Muñoz, Miquel Payaró, Josep Mangues-Bafalluy:
Cloud-native 5G experimental platform with over-the-air transmissions and end-to-end monitoring. CoRR abs/2207.11936 (2022) - [i18]Sergio Barrachina-Muñoz, Jorge Baranda, Miquel Payaró, Josep Mangues-Bafalluy:
Intent-Based Orchestration for Application Relocation in a 5G Cloud-native Platform. CoRR abs/2211.11284 (2022) - [i17]Rasoul Nikbakht, Michail Dalgitsis, Sergio Barrachina-Muñoz, Sarang Kahvazadeh:
Mobile Edge Vertical Applications Using ETSI MEC APIs and Sandbox. CoRR abs/2211.13995 (2022) - 2021
- [i16]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 abs/2106.05553 (2021) - 2020
- [i15]Sergio Barrachina-Muñoz, Boris Bellalta, Edward W. Knightly:
Wi-Fi All-Channel Analyzer. CoRR abs/2008.11978 (2020) - 2019
- [i14]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) - [i13]Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta:
Online Primary Channel Selection for Dynamic Channel Bonding in High-Density WLANs. CoRR abs/1907.00671 (2019) - [i12]Francesc Wilhelmi, Sergio Barrachina-Muñoz, Cristina Cano, Ioannis Selinis, Boris Bellalta:
Spatial Reuse in IEEE 802.11ax WLANs. CoRR abs/1907.04141 (2019) - [i11]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
- [i10]Sergio Barrachina-Muñoz, Francesc Wilhelmi, Boris Bellalta:
Performance Analysis of Dynamic Channel Bonding in Spatially Distributed High Density WLANs. CoRR abs/1801.00594 (2018) - [i9]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) - [i8]Sergio Barrachina-Muñoz, Toni Adame, Albert Bel, Boris Bellalta:
Towards Energy Efficient LPWANs through Learning-based Multi-hop Routing for the Uplink. CoRR abs/1803.11010 (2018) - [i7]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) - [i6]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) - [i5]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
- [i4]Toni Adame, Sergio Barrachina-Muñoz, Boris Bellalta, Albert Bel:
HARE: Supporting efficient uplink multi-hop communications in self-organizing LPWANs. CoRR abs/1701.04673 (2017) - [i3]Sergio Barrachina-Muñoz, Boris Bellalta:
Learning Optimal Routing for the Uplink in LPWANs Using Similarity-enhanced epsilon-greedy. CoRR abs/1705.08304 (2017) - [i2]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) - 2016
- [i1]Sergio Barrachina-Muñoz, Boris Bellalta, Toni Adame, Albert Bel:
Multi-hop Communication in the Uplink for LPWANs. CoRR abs/1611.08703 (2016)
Coauthor Index
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