IMDEA Networks
User Publications
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
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing
Dario Bega, Marco Gramaglia, Albert Banchs, Xavier Costa-Perez
The 39th IEEE International Conference on Computer Communications (IEEE INFOCOM 2020). Online (previously Toronto, Canada). July 2020
Network Slicing Meets Artificial Intelligence: an AI-based Framework for Slice Management
Dario Bega, Marco Gramaglia, Andres Garcia-Saavedra, Albert Banchs, Xavier Costa-Perez
IEEE Communications Magazine. 10.1109/MCOM.001.1900653. Volume 58 , June 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
DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning
Dario Bega, Marco Gramaglia, 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
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
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
Network Slicing via Function Decomposition and Flexible Network Design
Diomidis Michalopoulos, Mark Doll, Vincenzo Sciancalepore, Dario Bega, Peter Schneider, Peter Rost
The 28th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC 2017). Montreal, QC, Canada. October 2017
Toward the network of the future: From enabling technologies to 5G concepts
Dario Bega, Marco Gramaglia, Carlos Jesús Bernardos, Albert Banchs, Xavier Costa-Perez
Transactions on Emerging Telecommunications Technologies. DOI: 10.1002/ett.3205. Volume 28 , John Wiley & Sons, Ltd. ISSN: 2161-3915. August 2017
Network Slicing to Enable Scalability and Flexibility in 5G Mobile Networks
Peter Rost, Christian Mannweiler, Diomidis Michalopoulos, Cinzia Sartori, Vincenzo Sciancalepore, Nishanth Sastry, Oliver Holland, Shreya Tayade, Bin Han, Dario Bega, Danish Aziz, Hajo Bakker
IEEE Communications Magazine. DOI: 10.1109/MCOM.2017.1600920. Volume 55 , IEEE Communications Society. ISSN: 0163-6804. May 2017
Optimising 5G Infrastructure Markets: The Business of Network Slicing
Dario Bega, Marco Gramaglia, Albert Banchs, Vincenzo Sciancalepore, Konstantinos Samdanis, Xavier Costa-Perez
The 36th IEEE International Conference on Computer Communications (IEEE INFOCOM 2017). Atlanta, GA, USA. May 2017
Mobile Traffic Forecasting for Maximizing 5G Network resource Utilization
Vincenzo Sciancalepore, Konstantinos Samdanis, Xavier Costa-Perez, Dario Bega, Marco Gramaglia, Albert Banchs
The 36th IEEE International Conference on Computer Communications (IEEE INFOCOM 2017). Atlanta, GA, USA. May 2017