IMDEA Networks
User Publications
Network Intelligence in 6G: challenges and opportunities
Albert Banchs, Marco Fiore, Andres Garcia-Saavedra, Marco Gramaglia
ACM International Workshop on Mobility in the Evolving Internet Architecture (MobiArch), held in conjunction with MobiCom 2021. New Orleans, United States. October 2021
Alviu: An Intent-Based SD-WAN Orchestrator of Network Slices for Enterprise Networks
Ramón Pérez, Aitor Zabala, Albert Banchs
International Conference on Network Softwarization. Tokyo, Japan. June 2021
A Performance Comparison of Virtualization Techniques to Deploy a 5G Monitoring Platform
Ramón Pérez, Priscilla Benedetti, Matteo Pergolesi, Jaime García-Reinoso, Aitor Zabala, Pablo Serrano, Mauro Femminella, Gianluca Reali, Albert Banchs
2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). Porto, Portugal. June 2021
An experimental publish-subscribe monitoring assessment to Beyond 5G networks
Ramón Pérez, Jaime García-Reinoso, Aitor Zabala, Pablo Serrano, Albert Banchs
EURASIP Journal on Wireless Communications and Networking. Volume 2021 , SpringerOpen. April 2021
vrAIn: Deep Learning based Orchestration for Computing and Radio Resources in vRANs
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
IEEE Transactions on Mobile Computing. 10.1109/TMC.2020.3043100. IEEE Communications Society. ISSN: 1536-1233. December 2020
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms
Dario Bega, Marco Gramaglia, Ramón Pérez, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Network. 10.1109/MNET.001.2000047. Volume 34 , IEEE. December 2020
Resource Allocation for Network Slicing in Mobile Networks
Albert Banchs, Gustavo De Veciana, Vincenzo Sciancalepore, Xavier Costa-Perez
IEEE Access. DOI:10.1109/ACCESS.2020.3040949. Volume 8 , IEEE. ISSN: 2169-3536. November 2020
ACHO: A framework for flexible re-orchestration of virtual network functions
Ginés García, Carlos Donato, Marco Gramaglia, Pablo Serrano, Albert Banchs
Computer Networks. Volume 180 , Elsevier. October 2020
Experimenting with SRv6: a Tunneling Protocol supporting Network Slicing in 5G and beyond
Marco Gramaglia, Vincenzo Sciancalepore, Ramón Pérez, Francisco Javier Fernandez-Maestro, Pablo Serrano, Albert Banchs
IEEE 25th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD 2020). Virtual Conference. September 2020
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
The 39th IEEE International Conference on Computer Communications (IEEE INFOCOM 2020). Online (previously Toronto, Canada). July 2020
The case for serverless mobile networking
Marco Gramaglia, Pablo Serrano, Albert Banchs, Ginés García, Andres Garcia-Saavedra, Ramón Pérez
The 19th IFIP Networking 2020 Conference (NETWORKING 2020). Virtual conference. June 2020
Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis
Cristina Márquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Zbigniew Smoreda
The 18th Mediterranean Communication and Computer Networking Conference (IEEE MedComNet 2020). Arona, Italy. June 2020
Constrained Network Slicing Games: Achieving service guarantees and network efficiency
Jiaxiao Zheng, Gustavo De Veciana, Albert Banchs
The 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT 2020). Virtual conference (previously Volos, Greece). June 2020
A Monitoring Framework for Multi-Site 5G Platforms
Ramón Pérez, Jaime García-Reinoso, Aitor Zabala, Pablo Serrano, Albert Banchs
The 29th European Conference on Networks and Communications (EuCNC 2020). Dubrovnik, Croatia. June 2020
Network Slicing Meets Artificial Intelligence: an AI-based Framework for Slice Management
Dario Bega, Marco Gramaglia, Andres Garcia-Saavedra, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Communications Magazine. 10.1109/MCOM.001.1900653. Volume 58 , June 2020
Protecting against Website Fingerprinting with Multihoming
Sébastien Henri, Ginés García, Pablo Serrano, Albert Banchs, Patrick Thiran
Proceedings on Privacy Enhancing Technologies. Volume 2020 , Sciendo. April 2020
A Machine Learning-based Framework for Optimizing the Operation of Future Networks
Claudio Fiandrino, Chaoyun Zhang, Paul Patras, Albert Banchs, Joerg Widmer
IEEE Communications Magazine. IEEE Communications Society. ISSN: 0163-6804. April 2020
A Machine Learning approach to 5G Infrastructure Market optimization
Dario Bega, Marco Gramaglia, Albert Banchs, Vincenzo Sciancalepore, Xavier Costa-Perez
IEEE Transactions on Mobile Computing. DOI: 10.1109/TMC.2019.2896950. Volume 19 , IEEE Communications Society. ISSN: 1536-1233. March 2020
DeepCog: Optimizing Resource Provisioning in Network Slicing with AI-based Capacity Forecasting
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Journal on Selected Areas in Communications. DOI: 10.1109/JSAC.2019.2959245. Volume 38 , IEEE. ISSN: 0733-8716. February 2020
A 5G Mobile Network Architecture to Support Vertical Industries
Albert Banchs, David Gutierrez-Estevez, Manuel Fuentes, Mauro Boldi, Silvia Provvedi
IEEE Communications Magazine. Volume 57 , IEEE. December 2019
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