IMDEA Networks
User Publications
vrAIn: A Deep Learning Approach Tailoring Computing and Radio Resources in Virtualized RANs
Jose A. Ayala-Romero, Andres Garcia-Saavedra, Marco Gramaglia, Xavier Costa-Perez, Albert Banchs, Juan J. Alcaraz
The 25th Annual International Conference on Mobile Computing and Networking (MobiCom 2019). Los Cabos, Mexico. October 2019
Resource Sharing Efficiency in Network Slicing
Cristina Márquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Transactions on Network and Service Management. DOI: 10.1109/TNSM.2019.2923265. Volume 16 , IEEE Communications Society. ISSN: 1932-4537. September 2019
RL-NSB: Reinforcement Learning-Based5G Network Slice Broker
Vincenzo Sciancalepore, Xavier Costa-Perez, Albert Banchs
IEEE/ACM Transactions on Networking. DOI: 10.1109/TNET.2019.2924471. Volume 27 , Co-sponsored by the IEEE Communications Society, the IEEE Computer Society, and the ACM with its Special Interest Group on Data Communications (SIGCOMM). ISSN: 1063-6692. August 2019
Optimizing Network Slicing via Virtual Resource Pool Partitioning
Pablo Caballero Garcés, Gustavo De Veciana, Albert Banchs, Xavier Perez-Costa
The 17th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT 2019). Avignon, France. June 2019
DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
The 38th IEEE International Conference on Computer Communications (IEEE INFOCOM 2019). Paris, France. April 2019
α-OMC: Cost-Aware Deep Learning for Mobile Network Resource Orchestration
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
The 2nd International Workshop on Network Intelligence (NI 2019), in conjunction with the 38th IEEE International Conference on Computer Communications (IEEE INFOCOM 2019). Paris, France. April 2019
Network slicing games: enabling customization in multi-tenant mobile networks
Pablo Caballero Garcés, Albert Banchs, Gustavo De Veciana, Xavier Costa-Perez
IEEE/ACM Transactions on Networking. https://doi.org/10.1109/TNET.2019.2895378. Volume 27 , Co-sponsored by the IEEE Communications Society, the IEEE Computer Society, and the ACM with its Special Interest Group on Data Communications (SIGCOMM). ISSN: 1063-6692. April 2019
Multimedia Networking Technologies, Protocols, and Architectures
Iván Vidal, Ignacio Soto, Albert Banchs, Jaime García-Reinoso, Ivan Lozano, Gonzalo Camarillo
pp. 300 , Artech House. ISBN: 978-1-63081-378-9. January 2019
CARES: Computation-aware Scheduling in Virtualized Radio Access Networks
Dario Bega, Albert Banchs, Marco Gramaglia, Xavier Costa-Perez, Peter Rost
IEEE Transactions on Wireless Communications. DOI: 10.1109/TWC.2018.2873324. Volume 17 , IEEE. ISSN: 1536-1276. December 2018
Statistical Multiplexing and Traffic Shaping Games for Network Slicing
Jiaxiao Zheng, Pablo Caballero Garcés, Gustavo De Veciana, Seung Jun Baek, Albert Banchs
IEEE/ACM Transactions on Networking. DOI: 10.1109/TNET.2018.2870184. Volume 26 , Co-sponsored by the IEEE Communications Society, the IEEE Computer Society, and the ACM with its Special Interest Group on Data Communications (SIGCOMM). ISSN: 1063-6692. December 2018
How should I slice my network? A multi-service empirical evaluation of resource sharing efficiency
Cristina Márquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
The 24th Annual International Conference on Mobile Computing and Networking (MobiCom 2018). New Delhi, India. October 2018
A Multi-Traffic Inter-Cell Interference Coordination Scheme in Dense Cellular Networks
Vincenzo Sciancalepore, Ilario Filippini, Vincenzo Mancuso, Antonio Capone, Albert Banchs
IEEE/ACM Transactions on Networking. DOI: 10.1109/TNET.2018.2866410. Volume 26 , Co-sponsored by the IEEE Communications Society, the IEEE Computer Society, and the ACM with its Special Interest Group on Data Communications (SIGCOMM). ISSN: 1063-6692. October 2018
Network Slicing for Guaranteed Rate Services: Admission Control and Resource Allocation Games
Pablo Caballero Garcés, Albert Banchs, Gustavo De Veciana, Xavier Costa-Perez, Arturo Azcorra
IEEE Transactions on Wireless Communications. DOI: 10.1109/TWC.2018.2859918. Volume 17 , IEEE. ISSN: 1536-1276. October 2018
POSENS: A Practical Open Source Solution for End-to-End Network Slicing
Ginés García, Marco Gramaglia, Pablo Serrano, Albert Banchs
IEEE Wireless Communications Magazine (Special Issue: 5G Testing and Field Trials). DOI: 10.1109/MWC.2018.1800050. Volume 25 , IEEE Communications Society. ISSN: 1536-1284. October 2018
Network slicing: enabling customization in 5G mobile networks? (Keynote)
Albert Banchs
The 19th International Symposium on a World of Wireless, Mobile and Multimedia Networks (WOWMOM 2018). Chania, Crete, Greece. June 2018
SEMPER: A Stateless Traffic Engineering Solution for WAN based on MP-TCP
Ginés García, Marco Gramaglia, Pablo Serrano, Marc Portoles-Comeras, Albert Banchs, Fabio Maino
IEEE International Conference on Communications (ICC 2018). Kansas City, MO, USA. May 2018
The path towards a cloud-aware mobile network protocol stack
Pablo Serrano, Marco Gramaglia, Dario Bega, David Gutierrez-Estevez, Ginés García, Albert Banchs
Transactions on Emerging Telecommunications Technologies. https://doi.org/10.1002/ett.3312. Volume 25 , John Wiley & Sons, Ltd. ISSN: 2161-3915. May 2018
On the energy efficiency of rate and transmission power control in 802.11
Iñaki Ucar, Carlos Donato, Pablo Serrano, Andres Garcia-Saavedra, Arturo Azcorra, Albert Banchs
Computer Communications. https://doi.org/10.1016/j.comcom.2017.07.002. Volume 117 , Elsevier. ISSN: 0140-3664. February 2018
Not All Apps Are Created Equal: Analysis of Spatiotemporal Heterogeneity in Nationwide Mobile Service Usage
Cristina Márquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Cezary Ziemlicki, Zbigniew Smoreda
The 13th International Conference on emerging Networking EXperiments and Technologies (ACM CoNEXT 2017). Seoul, South Korea. December 2017
Multi-Tenant Radio Access Network Slicing: Statistical Multiplexing of Spatial Loads
Pablo Caballero Garcés, Albert Banchs, Gustavo De Veciana, Xavier Costa-Perez
IEEE/ACM Transactions on Networking. DOI: 10.1109/TNET.2017.2720668. Volume 25 , Co-sponsored by the IEEE Communications Society, the IEEE Computer Society, and the ACM with its Special Interest Group on Data Communications (SIGCOMM). ISSN: 1063-6692. October 2017
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