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_altIn this seminar, Serly will present her recent work, accepted in ICMLCN 2025. The exponential growth of mobile data traffic...
Read more arrow_right_altIn this seminar, Orlando will present his work completed during his research stay at Telefónica, which was accepted at INFOCOM...
Read more arrow_right_altDeep Reinforcement Learning (DRL) is a method where an agent, through trial and error, interacts with an environment to gain...
Read more arrow_right_altThe surge in usage of mobile applications generates a massive volume of traffic data exhibiting unique dynamics that are hard...
Read more arrow_right_alt“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_altOpen Interfaces are good for innovation, diversity and competition. I will talk about the merits of Open RAN, the O-RAN...
Read more arrow_right_altAI-driven solutions are transforming telecommunications, but their lack of transparency makes them hard to trust. While XAI techniques help explain...
Read more arrow_right_altMachine learning, and especially deep learning, are techniques that are truly computationally demanding. This issue becomes even more critical when...
Read more arrow_right_altIn this talk, I will discuss our current research on Blockchain scalability using Setchain Data-type. Blockchain scalability has been a...
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