TÜ arvutiteaduse instituudi lõputööde teemade register

Organisatsiooni nimi

Mobile & Cloud Computing Laboratory

Kokkuvõte

In a smart home environment, we are using cloud computing for powerful processing and storage of big data that are generated from IoT devices. Further we are also using Fog to handle the data in a more real time manner. Whenever we request for any service, the service provider take advantage of the resource available at fog and cloud. Fog resources are used to provide more real-time, sensitive services that require less computing and storage resources. On the other hand, cloud resources are used to keep the data (big data) for future purpose and process them. Sometimes, it is difficult to fulfil all SLA constraints only with the cloud resource and that's where the fog resource comes into the picture.

This thesis topic mainly focuses on efficient utilisation of cloud and fog resources. An AI model (most probably the DRL) needs to be developed to decide when to use fog computing and when to use cloud computing.
Some related papers: An efficient service dispersal mechanism for fog and cloud computing using deep reinforcement learning

Lõputöö kaitsmise aasta

2022-2023

Juhendaja

Chinmaya Dehury

Suhtlemiskeel(ed)

inglise keel

Nõuded kandideerijale

Tase

Magister

Märksõnad

#cloudcomputing, #fogComputing, #ML, #AI, #smarthome, #IoT

 

Nimi

Chinmaya Dehury

Tel

E-mail

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