Argomenti di tesi proposti dal docente.
Possibilità di tesi in Azienda con tirocinio
Video on Demand optimization in shared cache fog networking architectures
- Video on demand is gaining an increasing interest, however it suffers from very high bandwidth requests
- Fog networking is a new paradigm aiming at leveraging the edge of the networking for implementing a seamless cloud service
- The goal of this thesis is to exploit the presence of several devices for implementing a Video on Demand technique aiming at exploiting the caches of the edge devices
A satellite perspective to Fog Networking
- Fog networking is a new paradigm aiming at leveraging the edge of the networking for implementing a seamless cloud service
- Recently a new approach to satellite communications has been proposed aiming at exploiting small satellites in mega-constellations
- The idea would be that of exploiting such megaconstellation for implementing a fog satellite service to be used for distributed processing
Proof-of-concept implementation of Fog Networking services
- Fog networking is a new paradigm aiming at leveraging the edge of the networking for implementing a seamless cloud service
- In order to be effective fog networking should be platform independent
- The goal would be that of implementing a fog networking service discovery able to interact with different platform (e.g.,Android, Linux, Intel based, IoT)
- The student should be able to work with a practical demo by using our server
Personal Fog Networks
- Fog networking is a new paradigm aiming at leveraging the edge of the networking for implementing a seamless cloud service
- People are having today lots of devices that can interact among them and with the surrounding environment, e.g., smartphone, tablets, smartwatch, connected cars, connected TVs
- The idea would be that of developing techniques aiming at enhance the interaction among the personal devices for implementing a personal fog network
Ultime tesi seguite dal docente
Tesi di Laurea
- Analisi e prestazioni di algoritmi di Transfer Learning per reti wireless
- App Android per rendering su mappa di dispositivi interconnessi via MQTT
- Gestione di messaggi MQTT su rete a più nodi con dispositivi Raspberry
- Gestione ottimizzata e selettiva dei topic MQTT in scenari di mobilità urbana con broker multipli
- Implementazione e valutazione di un framework per Machine Learning Federato su piattaforma Raspberry PI
- Paradigmi di in-network computing nell'Industria 4.0
- Sviluppo di un ambiente Federated Transfer Learning per dispositivi RedCap
- Sviluppo di un sistema multi-broker MQTT per applicazioni IoT
- Sviluppo di una app Android per la gestione della comunicazione tra dispositivi a distanza tramite protocollo MQTT in scenari urbani smart
- Tecnologie Edge Computing per Non Terrestrial Networks
- Valutazione delle prestazioni del protocollo MQTT su piattaforma Matlab
Tesi di Laurea Magistrale
- A Comparative Study of GEO and LEO Satellites: Technology and Performance
- Efficient architectures for monitoring, implementation, and performance evaluation of next generation satellites
- Implementazione di un protocollo Header-compression a livello applicazione per scenari IoT
- Network Federated Learning for Real Time Traffic Predictions in Internet of Vehicles Scenarios
- Vehicular Edge Computing with Energy Saving Mechanisms