IMDEA Networks
Dr. Dario BEGA
Core Network Research Specialist, Nokia Bell Labs. Munich. Germany
- Graduation date: Apr 2020
- BSc: Telecommunication Engineering - University of Pisa. Pisa, Italy
- MSc: Telecommunication Engineering - University of Pisa. Pisa, Italy
- PhD: Telematics Engineering - University Carlos III of Madrid. Madrid, Spain
- Ph.D. Thesis: Deep learning solutions for next generations slicing-aware mobile networks
- Ph.D. Date: April 2020
- Ph.D. Supervisors: Dr. Albert BANCHS & Dr. Xavier COSTA-PEREZ
- Former position: PhD Student. IMDEA Networks Institute. Madrid. Spain | Security Consultant. Communication Valley Reply. Milan. Italy
- Joining date: September 2015
- Leaving date: March 2020
- Website: https://networks.imdea.org/p/dario-bega/
- Email: dario.bega@imdea.org
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