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Telecommunication Networks Group

Machine Learning for Quality of Experience of real time communications


Reference persons PAOLO GARZA, MICHELA MEO

Research Groups Telecommunication Networks Group

Description The activity is part of a larger project, involving, 5 other researchers. Focusing on improving through machine learning techniques the quality of service of video conference tools, some specific thesis activities are possible:
- transfer learning: transferring ML models obtained by training on a specific application to other applications
- analysis and characterization of the the traffic generated by the BBB tool of Politecnico

The integration and interaction with a large team is requested.

Required skills Very good skills in
- Python language
- Machine learning
Good knowledge of
- networking

Notes Average score of the exams 28 or above.

Deadline 03/02/2024      PROPONI LA TUA CANDIDATURA

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