IMDEA Networks
User Publications
Modeling Base Station Metadata Geolocation (Poster)
Orlando E. Martínez-Durive, Stefanos Bakirtzis, Cezary Ziemlicki, Marco Fiore
Netmob 25. Paris, France. October 2025
Understanding Societal Phenomena and Network Operations with Mobile Metadata (PhD)
Orlando E. Martínez-Durive
pp. 212 , July 2025
Demonstrating Deep Learning-based Spatial Diffusion (Demo)
Orlando E. Martínez-Durive, Stefanos Sotirios Bakirtzis, Cezary Ziemlicki, Marco Fiore
IEEE Conference on Computer Communications Workshops. London, United Kingdom. May 2025
An Evaluation of RAN Sustainability Strategies in Production Networks
Orlando E. Martínez-Durive, José Suárez-Varela, Jesús Omaña Iglesias, Andra Lutu, Marco Fiore
IEEE International Conference on Computer Communications. London, United Kingdom. December 2024
Characterizing, Modeling and Exploiting the Mobile Demand Footprint of Large Public Protests
André Felipe Zanella, Diego Madariaga, Sachit Mishra, Orlando E. Martínez-Durive, Zbigniew Smoreda, Marco Fiore
Internet Measurement Conference. Madrid, Spain. November 2024
DeepMEND: Reliable and Scalable Network Metadata Geolocation from Base Station Positions
Orlando E. Martínez-Durive, Stefanos Bakirtzis, Cezary Ziemlicki, Jie Zhang, Ian James Wassell, Marco Fiore
10.1109/SECON64284.2024.10934920. IEEE International Conference on Sensing, Communication and Networking. Phoenix, AZ, United States. October 2024
Examining 5G Adoption: Effects on Network Traffic and Mobile Service Usage (Poster)
Sachit Mishra, André Felipe Zanella, Orlando E. Martínez-Durive, Diego Madariaga, Ziemlicki Cezary, Marco Fiore
NetMob 2024. Washington, D.C., USA. October 2024
Uncovering Latent Patterns in Service-Level Spatiotemporal Mobile Traffic
Orlando E. Martínez-Durive, Diego Madariaga, Prashant K. Ray, Daniel A. Amaro-Ramos, Marco Fiore
ACM SIGSPATIAL International Workshop on Geo-Privacy and Data Utility for Smart Societies. Atlanta, GA, USA. September 2024
Characterizing 5G Adoption and its Impact on Network Traffic and Mobile Service Consumption
Sachit Mishra, André Felipe Zanella, Orlando E. Martínez-Durive, Diego Madariaga, Cezary Ziemlicki, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Mobile App Consumption and Political Orientation (Poster)
Orlando E. Martínez-Durive, Iñaki Ucar, Zbigniew Smoreda, Esteban Moro, Marco Fiore
10.1109/INFOCOMWKSHPS61880.2024.10620873. IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
Impact of Public Protests on Mobile Networks (Poster)
André Felipe Zanella, Orlando E. Martínez-Durive, Sachit Mishra, Diego Madariaga, Marco Fiore
IEEE International Conference on Computer Communications. Vancouver, Canada. May 2024
France Through the Lens of Mobile Traffic Data
Orlando E. Martínez-Durive, Sachit Mishra, Cezary Ziemlicki, Stefania Rubrichi, Zbigniew Smoreda, Marco Fiore
10.23919/TMA58422.2023.10198971. IEEE Network Traffic Measurement and Analysis Conference. Naples, Italy. May 2023
The NetMob23 Dataset: A High-resolution Multi-region Service-level Mobile Data Traffic Cartography
Orlando E. Martínez-Durive, Sachit Mishra, Cezary Ziemlicki, Stefania Rubrichi, Zbigniew Smoreda, Marco Fiore
Arxiv. May 2023
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. October 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. June 2022
Impact of Later-Stages COVID-19 Response Measures on Spatiotemporal Mobile Service Usage
André Felipe Zanella, Orlando E. Martínez-Durive, Sachit Mishra, Zbigniew Smoreda, Marco Fiore
IEEE International Conference on Computer Communications. Virtual. May 2022