IMDEA Networks
Publications
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
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
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
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
A new methodology to measure faultlines at scale leveraging digital traces
Amir Mehrjoo, Rubén Cuevas, Ángel Cuevas
EPJ Data Science. 10.1140/epjds/s13688-022-00350-w. Volume 11 , Springer Berlin Heidelberg. July 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
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