Event Category: In-house Presentation

DUNE: Distributed Inference in the User Plane

Deploying Machine Learning (ML) models in the user plane enables line-rate in-network inference, reducing latency and enhancing scalability for tasks...

Read more arrow_right_alt

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...

Read more arrow_right_alt

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...

Read more arrow_right_alt

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...

Read more arrow_right_alt

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...

Read more arrow_right_alt

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...

Read more arrow_right_alt

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...

Read more arrow_right_alt

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...

Read more arrow_right_alt

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...

Read more arrow_right_alt

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...

Read more arrow_right_alt

Archives

Categories