TÜ arvutiteaduse instituudi lõputööde teemade register

Organisatsiooni nimi

Mobile & Cloud Computing Laboratory

Kokkuvõte

You know about clustering the computing nodes, servers, containers or clustering the data, or the IoT devices. Several clustering algorithms are designed and developed for data analysis. But this thesis is talking about clustering the edge intelligence.

Clustered Edge Intelligence (CEI) works with edge computing concepts. In edge computing, the intelligence is embedded onto the edge devices. For efficient usage of the resource and power constraint IoT devices, different clustering mechanisms are developed. The major limitation with such an approach is that it is mainly focused on the device level. This is where CEI differs from conventional edge intelligence. In CEI, the devices are clustered based on the specific task and the implemented intelligence. As a result, each cluster may consist of several IoT devices irrespective of their type, location, and properties.

This thesis focuses on surveying the existing research work towards CEI and designing a framework for the same.
Related paper: Securing clustered edge intelligence with blockchain

Lõputöö kaitsmise aasta

2022-2023

Juhendaja

Chinmaya Dehury

Suhtlemiskeel(ed)

inglise keel

Nõuded kandideerijale

Tase

Magister

Märksõnad

#cloudcomputing, #iot, #ML #AI, #blockchain, #edgecomputing

 

Nimi

Chinmaya Dehury

Tel

E-mail

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