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User Classification in Satellite Network for Traffic Congestion Avoidance

Francesco Aquilino

User Classification in Satellite Network for Traffic Congestion Avoidance.

Rel. Roberto Garello. Politecnico di Torino, Corso di laurea magistrale in Communications And Computer Networks Engineering (Ingegneria Telematica E Delle Comunicazioni), 2019

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Abstract:

System Integration: I will work in the management of the satellite resources traffic, and in particular on the bandwidth optimization processes, studying the interaction of the various devices through which the traffic flows and analyzing the satellite resources traffic statistics. Users have been analyzed using data collected by usual network accounting and presented to different machine learning algorithm to find similarities. At first, every algorithm performances were evaluated. Then, some categories were extracted. Finally the categories have been projected to real data and a discussion on the results was made.

Relators: Roberto Garello
Academic year: 2019/20
Publication type: Electronic
Number of Pages: 86
Subjects:
Corso di laurea: Corso di laurea magistrale in Communications And Computer Networks Engineering (Ingegneria Telematica E Delle Comunicazioni)
Classe di laurea: New organization > Master science > LM-27 - TELECOMMUNICATIONS ENGINEERING
Aziende collaboratrici: SKYLOGIC spa
URI: http://webthesis.biblio.polito.it/id/eprint/12562
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