IMDEA Networks
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Defensa Tesis Doctoral: Characterizing Large-Scale Mobile Traffic Measurements for Urban, Social and Networks Sciences
Over the past few decades, few technological advances have transformed daily life as significantly as mobile phones and their applications....
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Defensa Tesis Doctoral: User-Plane Algorithms for Stateless and Stateful Inference in Programmable Networks
The thesis presents a comprehensive exploration of advanced network management strategies. It identifies and addresses critical challenges in aligning the...
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Institutos IMDEA. La ciencia que ayuda al planeta (I)
La Noche Europea de los Investigadores e Investigadoras de Madrid 2024 coordinada en por la Fundación para el Conocimiento madrimasd, es una acción...
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Defensa Tesis Doctoral: User-Plane Algorithms for Stateless and Stateful Inference in Programmable Networks
This thesis proposes efficient solutions for embedding Machine Learning (ML) models into commercial network user-plane equipment, addressing limitations in previous...
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Reversing the Virtual Maze: An Overview of the Technical and Methodological Challenges for Metaverse App Analysis
The Metaverse is a virtual world that is becoming increasingly popular. Recent technological advances, such as head-mounted displays and novel...
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Location Data: Friend or Foe? An Investigation into the Reliability of Location Signals in Mobile Advertising
This paper investigates the accuracy and integrity of location data within the realm of Location-Based Mobile Marketing (LBMM). By analyzing...
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Metric meta-learning optimization towards Intent-Based Networking implementation
Zero-touch network management is essential for beyond 5G and 6G systems, requiring full automation through a closed loop of data...
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DEEXP: Revealing Model Vulnerabilities for Spatio-Temporal Mobile Traffic Forecasting with Explainable AI
The ability to perform mobile traffic forecasting effectively with Deep Neural Networks (DNN) is instrumental to optimise resource management in...
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Defensa Tesis Doctoral: : On Green Edge Computing with Machine Learning Applications
This thesis finds efficient solutions to dynamically support verticals at the edge while at the same time keeping an eye...
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Defensa de Tesis Doctoral: Towards practical LiFi networks with hybrid radio-frequency and optical wireless communication technologies
This thesis focuses on identifying, investigating, and addressing three main limitations of LiFi systems in a typical indoor scenario. First,...
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