Event Category: In-house Presentation

A Scalable DNN Training Framework for Traffic Forecasting in Mobile Networks

In this seminar, Serly will present her recent work, accepted in ICMLCN 2025. The exponential growth of mobile data traffic...

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An Evaluation of RAN Sustainability Strategies in Production Networks

In this seminar, Orlando will present his work completed during his research stay at Telefónica, which was accepted at INFOCOM...

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SYMBXRL: Symbolic Explainable Deep Reinforcement Learning for Mobile Networks

Deep Reinforcement Learning (DRL) is a method where an agent, through trial and error, interacts with an environment to gain...

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An Urban Geography of Mobile Application Usage: Connecting Demand Dynamics and Urban Fabrics

The surge in usage of mobile applications generates a massive volume of traffic data exhibiting unique dynamics that are hard...

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Beyond the Veil of Reality: Unraveling the world of the Multiple dimensions

«Have you ever felt that our three-dimensional world is only the tip of the iceberg and there exists a much...

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The Trials and Tribulations of Open RAN Deployment!

Open Interfaces are good for innovation, diversity and competition. I will talk about the merits of Open RAN, the O-RAN...

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Explaining AI Decisions in Telecom: Leveraging LLMs for Clear and Actionable Insights

AI-driven solutions are transforming telecommunications, but their lack of transparency makes them hard to trust. While XAI techniques help explain...

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Machine Learning for FPGAs accelerators

Machine learning, and especially deep learning, are techniques that are truly computationally demanding. This issue becomes even more critical when...

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Setchain Algorithms for Blockchain Scalability

In this talk, I will discuss our current research on Blockchain scalability using Setchain Data-type. Blockchain scalability has been a...

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Network-Layer attacks in Blockchain Systems

In this talk, I will introduce some topics from my current research on the design of cryptocurrency networks and the...

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