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Telecommunication Networks Group

Theses at Politecnico

Machine Learning for Quality of Experience of video-conference tools

keywords MACHINE LEARNING, QOS

Reference persons PAOLO GARZA, MICHELA MEO

Research Groups Telecommunication Networks Group

Description The activity is part of a larger project, involving, 5 other researchers and a few specific thesis activities are possible:
- definition of quality indicators of the meeting as a whole, instead of the individual video flow (as is usually done) and analysis of the indicators in real traces
- mechanisms to identify the specific app that has generated some video traffic (i.e., by analyzing the traffic, detection of the specific app that has generated some video traffic)
- analysus 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 25/01/2022      PROPONI LA TUA CANDIDATURA




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