IMDEA Networks
Publications
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
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
A PIMS Development Kit for New Personal Data Platforms
Nikhil Jha, Martino Trevisan, Luca Vassio, Marco Mellia, Stefano Traverso, Álvaro García-Recuero, Nikolaos Laoutaris, Santiago Andrés, Amir Mehrjoo, Rubén Cuevas, Kleomenis Katevas, Panagiotis Papadopoulos, Nicolas Kourtellis, Roberto González, Xavi Olivares, George-Marios Kalatzantonakis-Jullien
IEEE Internet Computing. 10.1109/MIC.2022.3157356. Volume 26 , IEEE. June 2022
Global Mobile Network Aggregators: Taxonomy, Roaming Performance and Optimization
Sergi Alcalá-Marín, Aravindh Raman, Weili Wu, Andra Lutu, Marcelo Bagnulo, Ozgu Alay, Fabián Bustamante
ACM SIGMOBILE International Conference on Mobile Systems, Applications and Services. Portland, OR, USA. June 2022
Forecasting for Network Management with Joint Statistical Modelling and Machine Learning
Leonardo Lo Schiavo, Marco Fiore, Marco Gramaglia, Albert Banchs, Xavier Costa-Perez
10.1109/WoWMoM54355.2022.00028. IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks. Belfast, UK. June 2022
LossLeaP: Learning to Predict for Intent-Based Networking
Alan Collet, Albert Banchs, Marco Fiore
IEEE International Conference on Computer Communications. virtual. May 2022
LOKO: Localization-aware Roll-out Planning for Future Mobile Networks
Antonio Albanese, Vincenzo Sciancalepore, Albert Banchs, Xavier Costa-Perez
IEEE Transactions on Mobile Computing. 10.1109/TMC.2022.3168076. April 2022
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