IMDEA Networks
Publications
kaNSaaS: Combining Deep Learning and Optimization for Practical Overbooking of Network Slices
Sergi Alcalá-Marín, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
ACM International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Washington D.C, USA. October 2023
Energy-Aware Adaptive Scaling of Server Farms for NFV with Reliability Requirements
Jesús Pérez-Valero, Albert Banchs, Pablo Serrano, Jorge Ortin, Jaime García-Reinoso, Xavier Costa-Perez
IEEE Transactions on Mobile Computing. 10.1109/TMC.2023.3288604. June 2023
Orchestration Procedures for the Network Intelligence Stratum in 6G Networks
Livia Elena Chatzieleftheriou, Marco Gramaglia, Miguel Camelo, Andres Garcia-Saavedra, Evangelos Kosmatos, Michele Gucciardo, Paola Soto, George Iosifidis, Lidia Fuentes, Ginés García, Andra Lutu, Gabriele Baldoni, Marco Fiore
2023 EuCNC & 6G Summit. Gothenburg, Sweden. June 2023
A Primer on Online Convex Optimization (Invited Talk)
Livia Elena Chatzieleftheriou
Data-driven 5G RANs Summer School. IMDEA Networks Institute. May 2023
A Framework for Wireless Technology Classification using Crowdsensing Platforms
Alessio Scalingi, Domenico Giustiniano, Roberto Calvo-Palomino, Nikolaos Apostolakis, Gerome Bovet
IEEE International Conference on Computer Communications. New York, United States. May 2023
Digital Twins for Next-Generation Mobile Networks: Applications and Solutions
Nikolaos Apostolakis, Livia Elena Chatzieleftheriou, Dario Bega, Marco Gramaglia, Albert Banchs
IEEE Communications Magazine. 10.1109/MCOM.001.2200854. IEEE. ISSN: 1558-1896. May 2023
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE International Conference on Computer Communications. New York, United States. May 2023
Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens
Serly Moghadas Gholian, Claudio Fiandrino, Alan Collet, Giulia Attanasio, Marco Fiore, Joerg Widmer
IEEE International Conference on Computer Communications. New York, United States. May 2023
Jointly Learning Optimal Task Offloading and Scheduling Policies for Mobile Edge Computing
Livia Elena Chatzieleftheriou, Iordanis Koutsopoulos
International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (Wiopt 2022) Workshop on Resource Allocation and Cooperation in Wireless Networks (RAWNET 2022). Turin, Italy. September 2022
Online Learning for Industrial IoT: The Online Convex Optimization Perspective
Livia Elena Chatzieleftheriou, Chen-Feng Liu, Iordanis Koutsopoulos, Mehdi Bennis, Merouane Debbah
Mediterranean Conference on Communications and Networking. Athens, Greece. September 2022
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