IMDEA Networks
Publications
VoronoiBoost: Data-driven Probabilistic Spatial Mapping of Mobile Network Metadata
Orlando E. Martínez-Durive, Theo Couturieux, Cezary Ziemlicki, Marco Fiore
IEEE International Conference on Sensing, Communication and Networking. Virtual. Octubre 2022
Vector Coded Caching Multiplicatively Increases the Throughput of Realistic Downlink Systems
Hui Zhao, Antonio Bazco-Nogueras, Petros Elia
IEEE Transactions on Wireless Communications. IEEE. Octubre 2022
Edge Gaming: a Greening Perspective
Francesco Spinelli, Antonio Bazco-Nogueras, Vincenzo Mancuso
Computer Communications. https://doi.org/10.1016/j.comcom.2022.05.022. Volumen 192 , ISSN: 0140-3664. Agosto 2022
AppShot: A Conditional Deep Generative Model for Synthesizing Service-Level Mobile Traffic Snapshots at City Scale
Chuanhao Sun, Kai Xu, Marco Fiore, Mahesh Marina, Yue Wang, Cezary Ziemlicki
IEEE Transactions on Network and Service Management. 10.1109/TNSM.2022.3199458. IEEE. ISSN: 1932-4537. Agosto 2022
Vector Coded Caching Greatly Enhances Massive MIMO
Hui Zhao, Antonio Bazco-Nogueras, Petros Elia
IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). Oulu, Finland. Julio 2022
Deep Learning-based Multivariate Time Series Classification for Indoor/Outdoor Detection
Stefanos Bakirtzis, Kehai Qiu, Ian Wassell, Marco Fiore, Jie Zhang
IEEE Internet of Things Journal. 10.1109/JIOT.2022.3190555. ISSN: 2327-4662. Julio 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. Junio 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. Junio 2022
Towards Native Explainable and Robust AI in 6G Networks (Poster)
Giulia Attanasio, Serly Moghadas, Claudio Fiandrino, Marco Fiore, Joerg Widmer
12th IMDEA Networks Annual International Workshop. Madrid, Spain. Junio 2022
Beyond Voronoi: Plain Probabilistic Spatial Coverage Inference from Base Station Deployments (Poster)
Orlando E. Martínez-Durive, Theo Couturieux, Cezary Ziemlicki, Marco Fiore
12th IMDEA Networks Annual International Workshop. Madrid, Spain. Junio 2022
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