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https://youtu.be/h7hCPZfGAnI

Aquí puedes ver el último seminario de la serie “Nuevas soluciones con Big Data” organizados por el UC3M-Santander Big Data Institute (IBiDat) donde se presentan problemas reales en distintos campos y la solución aportada utilizando todos los datos disponibles. Lo seminarios intentan ser un punto de encuentro de profesionales y académicos para presentar problemas y analizar posibles soluciones basadas en Big Data.

Este seminario se celebró el jueves 18 de noviembre a las 17:00 en formato online.

En esta ocasión el seminario tiene como título Artificial Intelligence and Decentralized Privacy Preserving Mechanisms for next generation Telco industry y fue impartido por Diego Perino, Director of Telefonica Research.

 

Artificial Intelligence (AI) is recognized as a main driver for future telco industry business and digital transformation. It will lead towards increasingly autonomous and intelligent networks, will improve customer experience, and generate significant economic impact. However, despite this relevance and two decades of research in applying AI techniques to networks, there is still a limited applicability of AI technologies to actual production environments. In this talk we will present our experience in research and deployment of AI-based techniques in a large technology company. We will overview several use cases including fixed and mobile networks, platforms, network access, end user devices where we have developed novel machine learning and deep learning algorithms. We will then discuss potential privacy and security concerns emerging from the usage of AI in “Telco networks”. We will then describe our approach using Federated Learning and Privacy Preserving Mechanisms to deal with emerging privacy concerns while enabling the full benefits of the usage of AI models. Finally, we will discuss lessons learned during this process and the relevant research and innovation directions.

 

Los seminarios están organizados por Patricia Callejo, investigadora de IBiDat (pcallejo@inst.uc3m.es) a la que puedes dirigirte para información adicional.

Los seminarios son de carácter abierto y gratuito.

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