Networks Data Science Group - IMDEA Networks : IMDEA Networks

Publications

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Learning to Learn How to Manage Network Resources with Loss Function Meta-Learning
Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore
IEEE Communications Magazine. IEEE. ISSN: 1558-1896. Noviembre 2024
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Towards Real-Time Intrusion Detection in P4-Programmable 5G User Plane Functions
Aristide Tanyi Jong Akem, Marco Fiore
International Conference on Network Protocols. Charleroi, Belgium. Octubre 2024
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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. Octubre 2024
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Examining 5G Adoption: Effects on Network Traffic and Mobile Service Usage (Poster)
Sachit Mishra, André Zanella, Orlando E. Martínez-Durive, Diego Madariaga, Ziemlicki Cezary, Marco Fiore
NetMob 2024. Washington, D.C., USA. Octubre 2024
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CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing
Leonardo Lo Schiavo, Ginés García-Avilés, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
10.1145/3636534.3649381. ACM International Conference on Mobile Computing and Networking. Washington, D.C., USA. Octubre 2024
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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. Septiembre 2024
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Clearing Clouds from the Horizon: Latency Characterization of Public Cloud Service Platforms (Invited Paper)
Rita Ingabire, Antonio Bazco-Nogueras, Vincenzo Mancuso, Luis M. Contreras, Luis M.contreras, Jesus Folgueira
International Conference on Computer Communications and Networks. Big Island, Hawaii, USA. Julio 2024

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IMDEA Networks

IMDEA Networks

IMDEA Networks abre sus laboratorios a estudiantes para una jornada de divulgación científica y retos tecnológicos

PhD positions on Safe Machine Learning (MSCA FINALITY Doctoral Network)

IMDEA Networks abre sus laboratorios a estudiantes para una jornada de divulgación científica y retos tecnológicos

Publications

Learning to Learn How to Manage Network Resources with Loss Function Meta-Learning

Alan Collet, Antonio Bazco-Nogueras, Albert Banchs, Marco Fiore

Towards Real-Time Intrusion Detection in P4-Programmable 5G User Plane Functions

Aristide Tanyi Jong Akem, Marco Fiore

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

Examining 5G Adoption: Effects on Network Traffic and Mobile Service Usage (Poster)

Sachit Mishra, André Zanella, Orlando E. Martínez-Durive, Diego Madariaga, Ziemlicki Cezary, Marco Fiore

CloudRIC: Open Radio Access Network (O-RAN) Virtualization with Shared Heterogeneous Computing

Leonardo Lo Schiavo, Ginés García-Avilés, Andres Garcia-Saavedra, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez

Uncovering Latent Patterns in Service-Level Spatiotemporal Mobile Traffic

Orlando E. Martínez-Durive, Diego Madariaga, Prashant K. Ray, Daniel A. Amaro-Ramos, Marco Fiore

Clearing Clouds from the Horizon: Latency Characterization of Public Cloud Service Platforms (Invited Paper)

Rita Ingabire, Antonio Bazco-Nogueras, Vincenzo Mancuso, Luis M. Contreras, Luis M.contreras, Jesus Folgueira