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PhD Thesis defense: 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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PhD Thesis defense: Metric meta-learning in deep learning models for Intent-based networking

The thesis presents a comprehensive exploration of advanced network management strategies. It identifies and addresses critical challenges in aligning the...

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IMDEA Institutes. Science that helps the planet (I)

The European Researchers’ Night in Madrid 2024 coordinated by the Fundación para el Conocimiento madrimasd, is an action framed in the Horizonte...

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PhD Thesis defense: 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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PhD Thesis defense: 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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PhD Thesis defense: 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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