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Dario Bega
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 18
Top Topics
Deep Learning
Capacity Allocation
Predictive Analytics
Mobile Networks
Top Venues
INFOCOM
IEEE Commun. Mag.
Trans. Emerg. Telecommun. Technol.
PIMRC
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Publications
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Mattia Milani
,
Dario Bega
,
Marco Gramaglia
,
Pablo Serrano
,
Christian Mannweiler
ATELIER: Service Tailored and Limited-Trust Network Analytics Using Cooperative Learning.
IEEE Open J. Commun. Soc.
5 (2024)
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)
Mattia Milani
,
Dario Bega
,
Marco Gramaglia
,
Christian Mannweiler
Optimizing Predictive Analytics in 5G Networks Through Zero-Trust Operator-Customer Cooperation.
NFV-SDN
(2023)
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)
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)
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)
Dario Bega
,
Marco Gramaglia
,
Marco Fiore
,
Albert Banchs
,
Xavier Costa-Pérez
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing.
INFOCOM
(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)
Dario Bega
,
Marco Gramaglia
,
Marco Fiore
,
Albert Banchs
,
Xavier Costa-Pérez
DeepCog: Cognitive Network Management in Sliced 5G Networks with Deep Learning.
INFOCOM
(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)
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)
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)
Peter Rost
,
Christian Mannweiler
,
Diomidis S. Michalopoulos
,
Cinzia Sartori
,
Vincenzo Sciancalepore
,
Nishanth Sastry
,
Oliver Holland
,
Shreya Tayade
,
Bin Han
,
Dario Bega
,
Danish Aziz
,
Hajo Bakker
Network Slicing to Enable Scalability and Flexibility in 5G Mobile Networks.
CoRR
(2017)
Peter Rost
,
Christian Mannweiler
,
Diomidis S. Michalopoulos
,
Cinzia Sartori
,
Vincenzo Sciancalepore
,
Nishanth Sastry
,
Oliver Holland
,
Shreya Tayade
,
Bin Han
,
Dario Bega
,
Danish Aziz
,
Hajo Bakker
Network Slicing to Enable Scalability and Flexibility in 5G Mobile Networks.
IEEE Commun. Mag.
55 (5) (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)
Diomidis S. Michalopoulos
,
Mark Doll
,
Vincenzo Sciancalepore
,
Dario Bega
,
Peter Schneider
,
Peter Rost
Network slicing via function decomposition and flexible network design.
PIMRC
(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)