Albert Banchs

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 89

Top Venues

CoRR

IEEE/ACM Trans. Netw.

INFOCOM

IEEE Commun. Mag.

Publications

Nikolaos Apostolakis, Marco Gramaglia, Livia Elena Chatzieleftheriou, Tejas Subramanya, Albert Banchs, Henning Sanneck
ATHENA: Machine Learning and Reasoning for Radio Resources Scheduling in vRAN Systems. IEEE J. Sel. Areas Commun. 42 (2) (2024)
Leonardo Lo Schiavo, Gines Garcia-Aviles, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing. MobiCom (2024)
Jesús Pérez-Valero, Albert Banchs, Pablo Serrano, Jorge Ortín, Jaime García-Reinoso, Xavier Costa-Pérez
Energy-Aware Adaptive Scaling of Server Farms for NFV With Reliability Requirements. IEEE Trans. Mob. Comput. 23 (5) (2024)
Alan Collet, Antonio Bazco Nogueras, Albert Banchs, Marco Fiore
Explainable and Transferable Loss Meta-Learning for Zero-Touch Anticipatory Network Management. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Alan Collet, Antonio Bazco Nogueras, Albert Banchs, Marco Fiore
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts. INFOCOM (2023)
Antonio Albanese, Vincenzo Sciancalepore, Albert Banchs, Xavier Costa-Pérez
LOKO: Localization-Aware Roll-Out Planning for Future Mobile Networks. IEEE Trans. Mob. Comput. 22 (9) (2023)
Antonio Albanese, Francesco Devoti, Vincenzo Sciancalepore, Marco Di Renzo, Albert Banchs, Xavier Costa-Pérez
ARES: Autonomous RIS solution with Energy harvesting and Self-configuration towards 6G. CoRR (2023)
Nikolaos Apostolakis, Livia Elena Chatzieleftheriou, Dario Bega, Marco Gramaglia, Albert Banchs
Digital Twins for Next-Generation Mobile Networks: Applications and Solutions. IEEE Commun. Mag. 61 (11) (2023)
Jiaxiao Zheng, Albert Banchs, Gustavo de Veciana
Constrained Network Slicing Games: Achieving Service Guarantees and Network Efficiency. IEEE/ACM Trans. Netw. 31 (6) (2023)
Sergi Alcalá-Marín, Antonio Bazco Nogueras, Albert Banchs, Marco Fiore
kaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices. MobiHoc (2023)
Jesús Pérez-Valero, Jaime García-Reinoso, Albert Banchs, Pablo Serrano, Jorge Ortín, Xavier Costa-Pérez
Performance trade-offs of auto scaling schemes for NFV with reliability requirements. Comput. Commun. 212 (2023)
Alan Collet, Albert Banchs, Marco Fiore
LossLeaP: Learning to Predict for Intent-Based Networking. INFOCOM (2022)
Leonardo Lo Schiavo, Marco Fiore, Marco Gramaglia, Albert Banchs, Xavier Costa-Pérez
Forecasting for Network Management with Joint Statistical Modelling and Machine Learning. WoWMoM (2022)
Antonio Albanese, Vincenzo Sciancalepore, Albert Banchs, Xavier Costa-Pérez
LOKO: Localization-aware Roll-out Planning for Future Mobile Networks. CoRR (2022)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz
vrAIn: Deep Learning Based Orchestration for Computing and Radio Resources in vRANs. IEEE Trans. Mob. Comput. 21 (7) (2022)
Jorge Ortín, Pablo Serrano, Jaime García-Reinoso, Albert Banchs
Analysis of Scaling Policies for NFV Providing 5G/6G Reliability Levels With Fallible Servers. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Ramon Perez, Priscilla Benedetti, Matteo Pergolesi, Jaime García-Reinoso, Aitor Zabala, Pablo Serrano, Mauro Femminella, Gianluca Reali, Kris Steenhaut, Albert Banchs
Monitoring Platform Evolution Toward Serverless Computing for 5G and Beyond Systems. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Ramon Perez, Aitor Zabala, Albert Banchs
Alviu: An Intent-Based SD-WAN Orchestrator of Network Slices for Enterprise Networks. NetSoft (2021)
Gines Garcia-Aviles, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Pablo Serrano, Albert Banchs
Nuberu: reliable RAN virtualization in shared platforms. MobiCom (2021)
Gines Garcia-Aviles, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Pablo Serrano, Albert Banchs
Nuberu: a reliable DU design suitable for virtualization platforms. MobiCom (2021)
Ramon Perez, Priscilla Benedetti, Matteo Pergolesi, Jaime García-Reinoso, Aitor Zabala, Pablo Serrano, Mauro Fcmminclla, Gianluca Reali, Albert Banchs
A Performance Comparison of Virtualization Techniques to Deploy a 5G Monitoring Platform. EuCNC/6G Summit (2021)
Albert Banchs, Marco Fiore, Andres Garcia-Saavedra, Marco Gramaglia
Network intelligence in 6G: challenges and opportunities. MobiArch@MobiCom (2021)
Ramon Perez, Jaime García-Reinoso, Aitor Zabala, Pablo Serrano, Albert Banchs
An experimental publish-subscribe monitoring assessment to Beyond 5G networks. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Sébastien Henri, Gines Garcia-Aviles, Pablo Serrano, Albert Banchs, Patrick Thiran
Protecting against Website Fingerprinting with Multihoming. Proc. Priv. Enhancing Technol. 2020 (2) (2020)
Jiaxiao Zheng, Gustavo de Veciana, Albert Banchs
Constrained Network Slicing Games: Achieving service guarantees and network efficiency. WiOpt (2020)
Dario Bega, Marco Gramaglia, Ramon Perez, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms. IEEE Netw. 34 (6) (2020)
Gines Garcia-Aviles, Carlos Donato, Marco Gramaglia, Pablo Serrano, Albert Banchs
ACHO: A framework for flexible re-orchestration of virtual network functions. Comput. Networks 180 (2020)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Zbigniew Smoreda
Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis. MedComNet (2020)
Dario Bega, Marco Gramaglia, Albert Banchs, Vincenzo Sciancalepore, Xavier Costa-Pérez
A Machine Learning Approach to 5G Infrastructure Market Optimization. IEEE Trans. Mob. Comput. 19 (3) (2020)
Marco Gramaglia, Pablo Serrano, Albert Banchs, Gines Garcia-Aviles, Andres Garcia-Saavedra, Ramon Perez
The case for serverless mobile networking. Networking (2020)
Albert Banchs, Gustavo de Veciana, Vincenzo Sciancalepore, Xavier Costa-Pérez
Resource Allocation for Network Slicing in Mobile Networks. IEEE Access 8 (2020)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
DeepCog: Optimizing Resource Provisioning in Network Slicing With AI-Based Capacity Forecasting. IEEE J. Sel. Areas Commun. 38 (2) (2020)
Marco Gramaglia, Vincenzo Sciancalepore, Francisco J. Fernandez-Maestro, Ramon Perez, Pablo Serrano, Albert Banchs
Experimenting with SRv6: a Tunneling Protocol supporting Network Slicing in 5G and beyond. CAMAD (2020)
Ramon Perez, Jaime García-Reinoso, Aitor Zabala, Pablo Serrano, Albert Banchs
A Monitoring Framework for Multi-Site 5G Platforms. EuCNC (2020)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing. INFOCOM (2020)
Jiaxiao Zheng, Gustavo de Veciana, Albert Banchs
Constrained Network Slicing Games: Achieving service guarantees and network efficiency. CoRR (2020)
Dario Bega, Marco Gramaglia, Andres Garcia-Saavedra, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
Network Slicing Meets Artificial Intelligence: An AI-Based Framework for Slice Management. IEEE Commun. Mag. 58 (6) (2020)
Claudio Fiandrino, Chaoyun Zhang, Paul Patras, Albert Banchs, Joerg Widmer
A Machine-Learning-Based Framework for Optimizing the Operation of Future Networks. IEEE Commun. Mag. 58 (6) (2020)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz
Demo: vrAIn Proof-of-Concept - A Deep Learning Approach for Virtualized RAN Resource Control. MobiCom (2019)
Vincenzo Sciancalepore, Xavier Costa-Pérez, Albert Banchs
RL-NSB: Reinforcement Learning-Based 5G Network Slice Broker. IEEE/ACM Trans. Netw. 27 (4) (2019)
Pablo Caballero Garces, Gustavo de Veciana, Albert Banchs, Xavier Pérez Costa
Optimizing Network Slicing via Virtual Resource Pool Partitioning. WiOpt (2019)
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Pérez, Albert Banchs, Juan J. Alcaraz
vrAIn: A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs. MobiCom (2019)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning. INFOCOM (2019)
Albert Banchs, David Manuel Gutiérrez Estévez, Manuel Fuentes, Mauro Renato Boldi, Silvia Provvedi
A 5G Mobile Network Architecture to Support Vertical Industries. IEEE Commun. Mag. 57 (12) (2019)
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
$\alpha$-OMC: Cost-Aware Deep Learning for Mobile Network Resource Orchestration. INFOCOM Workshops (2019)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
Resource Sharing Efficiency in Network Slicing. IEEE Trans. Netw. Serv. Manag. 16 (3) (2019)
Pablo Caballero Garces, Albert Banchs, Gustavo de Veciana, Xavier Pérez Costa
Network Slicing Games: Enabling Customization in Multi-Tenant Mobile Networks. IEEE/ACM Trans. Netw. 27 (2) (2019)
Pablo Serrano, Marco Gramaglia, Dario Bega, David Manuel Gutiérrez Estévez, Gines Garcia-Aviles, Albert Banchs
The path toward a cloud-aware mobile network protocol stack. Trans. Emerg. Telecommun. Technol. 29 (5) (2018)
Gines Garcia-Aviles, Marco Gramaglia, Pablo Serrano, Marc Portoles, Albert Banchs, Fabio Maino
SEMPER: A Stateless Traffic Engineering Solution for WAN Based on MP-TCP. ICC (2018)
Luca Cominardi, Carlos Jesus Bernardos, Pablo Serrano, Albert Banchs, Antonio de la Oliva
Experimental evaluation of SDN-based service provisioning in mobile networks. Comput. Stand. Interfaces 58 (2018)
Kay Römer, Albert Banchs
Dependable Internet of Things. WOWMOM (2018)
Vincenzo Sciancalepore, Ilario Filippini, Vincenzo Mancuso, Antonio Capone, Albert Banchs
A Multi-Traffic Inter-Cell Interference Coordination Scheme in Dense Cellular Networks. IEEE/ACM Trans. Netw. 26 (5) (2018)
Pablo Caballero Garces, Albert Banchs, Gustavo de Veciana, Xavier Pérez Costa, Arturo Azcorra
Network Slicing for Guaranteed Rate Services: Admission Control and Resource Allocation Games. IEEE Trans. Wirel. Commun. 17 (10) (2018)
Iñaki Ucar, Carlos Donato, Pablo Serrano, Andres Garcia-Saavedra, Arturo Azcorra, Albert Banchs
On the energy efficiency of rate and transmission power control in 802.11. Comput. Commun. 117 (2018)
Gines Garcia-Aviles, Marco Gramaglia, Pablo Serrano, Albert Banchs
POSENS: A Practical Open Source Solution for End-to-End Network Slicing. IEEE Wirel. Commun. 25 (5) (2018)
Jiaxiao Zheng, Pablo Caballero Garces, Gustavo de Veciana, Seung Jun Baek, Albert Banchs
Statistical Multiplexing and Traffic Shaping Games for Network Slicing. IEEE/ACM Trans. Netw. 26 (6) (2018)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Pérez
How Should I Slice My Network?: A Multi-Service Empirical Evaluation of Resource Sharing Efficiency. MobiCom (2018)
Dario Bega, Albert Banchs, Marco Gramaglia, Xavier Pérez Costa, Peter Rost
CARES: Computation-Aware Scheduling in Virtualized Radio Access Networks. IEEE Trans. Wirel. Commun. 17 (12) (2018)
Arturo Azcorra, Iñaki Ucar, Francesco Gringoli, Albert Banchs, Pablo Serrano
$μ$Nap: Practical Micro-Sleeps for 802.11 WLANs. CoRR (2017)
Konstantinos Samdanis, Steven Wright, Albert Banchs, Antonio Capone, Mehmet Ulema, Kazuaki Obana
5G Network Slicing - Part 1: Concepts, Principles, and Architectures. IEEE Commun. Mag. 55 (5) (2017)
Vincenzo Sciancalepore, Ilario Filippini, Vincenzo Mancuso, Antonio Capone, Albert Banchs
A Multi-traffic Inter-cell Interference Coordination Scheme in Dense Cellular Networks. CoRR (2017)
Iñaki Ucar, Carlos Donato, Pablo Serrano, Andres Garcia-Saavedra, Arturo Azcorra, Albert Banchs
On the Energy Efficiency of Rate and Transmission Power Control in 802.11. CoRR (2017)
Jiaxiao Zheng, Pablo Caballero Garces, Gustavo de Veciana, Seung Jun Baek, Albert Banchs
Statistical Multiplexing and Traffic Shaping Games for Network Slicing. CoRR (2017)
Pablo Caballero Garces, Albert Banchs, Gustavo de Veciana, Xavier Costa-Pérez
Multi-Tenant Radio Access Network Slicing: Statistical Multiplexing of Spatial Loads. IEEE/ACM Trans. Netw. 25 (5) (2017)
Christina Vlachou, Albert Banchs, Julien Herzen, Patrick Thiran
How CSMA/CA With Deferral Affects Performance and Dynamics in Power-Line Communications. IEEE/ACM Trans. Netw. 25 (1) (2017)
Marco Gramaglia, Marco Fiore, Alberto Tarable, Albert Banchs
Preserving mobile subscriber privacy in open datasets of spatiotemporal trajectories. INFOCOM (2017)
Dario Bega, Marco Gramaglia, Albert Banchs, Vincenzo Sciancalepore, Konstantinos Samdanis, Xavier Pérez Costa
Optimising 5G infrastructure markets: The business of network slicing. INFOCOM (2017)
Vincenzo Sciancalepore, Konstantinos Samdanis, Xavier Pérez Costa, Dario Bega, Marco Gramaglia, Albert Banchs
Mobile traffic forecasting for maximizing 5G network slicing resource utilization. INFOCOM (2017)
Dario Bega, Marco Gramaglia, Carlos Jesus Bernardos, Albert Banchs, Xavier Pérez Costa
Toward the network of the future: From enabling technologies to 5G concepts. Trans. Emerg. Telecommun. Technol. 28 (8) (2017)
Konstantinos Samdanis, Steven Wright, Albert Banchs, Antonio Capone, Mehmet Ulema, Kazuaki Obana
5G Network Slicing - Part 2: Algorithms and Practice. IEEE Commun. Mag. 55 (8) (2017)
Arturo Azcorra, Iñaki Ucar, Francesco Gringoli, Albert Banchs, Pablo Serrano
μNap: Practical micro-sleeps for 802.11 WLANs. Comput. Commun. 110 (2017)
Marco Gramaglia, Marco Fiore, Alberto Tarable, Albert Banchs
-anonymity: Towards Privacy-Preserving Publishing of Spatiotemporal Trajectory Data. CoRR (2017)
Pablo Caballero Garces, Albert Banchs, Gustavo de Veciana, Xavier Pérez Costa
Network slicing games: Enabling customization in multi-tenant networks. INFOCOM (2017)
Jiaxiao Zheng, Pablo Caballero Garces, Gustavo de Veciana, Seung Jun Baek, Albert Banchs
Statistical multiplexing and traffic shaping games for network slicing. WiOpt (2017)
Cristina Marquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Cezary Ziemlicki, Zbigniew Smoreda
Not All Apps Are Created Equal: Analysis of Spatiotemporal Heterogeneity in Nationwide Mobile Service Usage. CoNEXT (2017)
Albert Banchs, Jorge Ortín, Andres Garcia-Saavedra, Douglas J. Leith, Pablo Serrano
Thwarting Selfish Behavior in 802.11 WLANs. IEEE/ACM Trans. Netw. 24 (1) (2016)
Pablo Caballero Garces, Albert Banchs, Gustavo de Veciana, Xavier Costa-Pérez
Network Slicing Games: Enabling Customization in Multi-Tenant Mobile Networks. CoRR (2016)
Heinz Droste, Peter Rost, Mark Doll, Ignacio Berberana, Christian Mannweiler, Markus Breitbach, Albert Banchs, Miguel Angel Puente
An adaptive 5G multiservice and multitenant radio access network architecture. Trans. Emerg. Telecommun. Technol. 27 (9) (2016)
Vincenzo Sciancalepore, Vincenzo Mancuso, Albert Banchs, Shmuel Zaks, Antonio Capone
Enhanced Content Update Dissemination Through D2D in 5G Cellular Networks. IEEE Trans. Wirel. Commun. 15 (11) (2016)
Christina Vlachou, Albert Banchs, Pablo Salvador, Julien Herzen, Patrick Thiran
Analysis and Enhancement of CSMA/CA With Deferral in Power-Line Communications. IEEE J. Sel. Areas Commun. 34 (7) (2016)
Iñaki Ucar, Carlos Donato, Pablo Serrano, Andres Garcia-Saavedra, Arturo Azcorra, Albert Banchs
Revisiting 802.11 Rate Adaptation from Energy Consumption's Perspective. CoRR (2016)
Iñaki Ucar, Carlos Donato, Pablo Serrano, Andres Garcia-Saavedra, Arturo Azcorra, Albert Banchs
Revisiting 802.11 Rate Adaptation from Energy Consumption's Perspective. MSWiM (2016)
Stefano Avallone, Albert Banchs
A Channel Assignment and Routing Algorithm for Energy Harvesting Multiradio Wireless Mesh Networks. IEEE J. Sel. Areas Commun. 34 (5) (2016)
Christina Vlachou, Albert Banchs, Julien Herzen, Patrick Thiran
How CSMA/CA With Deferral Affects Performance and Dynamics in Power-Line Communications. CoRR (2016)
Vincenzo Sciancalepore, Domenico Giustiniano, Albert Banchs, Andreea Hossmann-Picu
Offloading Cellular Traffic Through Opportunistic Communications: Analysis and Optimization. IEEE J. Sel. Areas Commun. 34 (1) (2016)
Peter Rost, Albert Banchs, Ignacio Berberana, Markus Breitbach, Mark Doll, Heinz Droste, Christian Mannweiler, Miguel Angel Puente, Konstantinos Samdanis, Bessem Sayadi
Mobile network architecture evolution toward 5G. IEEE Commun. Mag. 54 (5) (2016)
Pablo Caballero Garces, Albert Banchs, Gustavo de Veciana, Xavier Costa-Pérez
Multi-Tenant Radio Access Network Slicing: Statistical Multiplexing of Spatial Loads. CoRR (2016)
Jorge Ortín, Carlos Donato, Pablo Serrano, Albert Banchs
Resource-on-Demand Schemes in 802.11 WLANs With Non-Zero Start-Up Times. IEEE J. Sel. Areas Commun. 34 (12) (2016)
Miriam Marciel, Rubén Cuevas, Albert Banchs, Roberto Gonzalez, Stefano Traverso, Mohamed Ahmed, Arturo Azcorra
Understanding the Detection of View Fraud in Video Content Portals. WWW (2016)
Pablo Serrano, Andres Garcia-Saavedra, Giuseppe Bianchi, Albert Banchs, Arturo Azcorra
Per-Frame Energy Consumption in 802.11 Devices and Its Implication on Modeling and Design. IEEE/ACM Trans. Netw. 23 (4) (2015)
Albert Banchs, Markus Breitbach, Xavier Pérez Costa, Uwe Doetsch, Simone Redana, Cinzia Sartori, Hans D. Schotten
A Novel Radio Multiservice Adaptive Network Architecture for 5G Networks. VTC Spring (2015)
Carlos Donato, Pablo Serrano, Antonio de la Oliva, Albert Banchs, Carlos Jesus Bernardos
An openflow architecture for energy-aware traffic engineering in mobile networks. IEEE Netw. 29 (4) (2015)
Vincenzo Sciancalepore, Ilario Filippini, Vincenzo Mancuso, Antonio Capone, Albert Banchs
A semi-distributed mechanism for inter-cell interference coordination exploiting the ABSF paradigm. SECON (2015)
Joerg Widmer, Andrea Capalbo, Antonio Fernández Anta, Albert Banchs
Efficient Interlayer Network Codes for Fair Layered Multicast Streaming. IEEE/ACM Trans. Netw. 23 (4) (2015)
Julien Herzen, Albert Banchs, Vsevolod Shneer, Patrick Thiran
CSMA/CA in Time and Frequency Domains. ICNP (2015)
Andres Garcia-Saavedra, Albert Banchs, Pablo Serrano, Joerg Widmer
Adaptive Mechanism for Distributed Opportunistic Scheduling. IEEE Trans. Wirel. Commun. 14 (6) (2015)
Miriam Marciel, Rubén Cuevas, Albert Banchs, Roberto Gonzalez, Stefano Traverso, Mohamed Ahmed, Arturo Azcorra
Understanding the detection of fake view fraud in Video Content Portals. CoRR (2015)
Pablo Caballero Garces, Xavier Costa-Pérez, Konstantinos Samdanis, Albert Banchs
RMSC: A Cell Slicing Controller for Virtualized Multi-Tenant Mobile Networks. VTC Spring (2015)
Dario Sabella, Peter Rost, Albert Banchs, Valentin Savin, Marco Consonni, Marco Di Girolamo, Massinissa Lalam, Andreas Mäder, Ignacio Berberana
Benefits and Challenges of Cloud Technologies for 5G Architecture. VTC Spring (2015)
Albert Banchs, Balakrishnan Prabhakaran
Editorial. Pervasive Mob. Comput. 11 (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Albert Banchs