Vývoj platformy Federatívneho učenia s integráciou Firebase databázy – Bc. Michal Badin
Bc. Michal Badin
Master's thesis
Vývoj platformy Federatívneho učenia s integráciou Firebase databázy
Development of a Federated Learning Platform with Firebase Database Integration
Abstract:
This master's thesis deals with the design and implementation of an initial version of a centralized Federated Learning server, that for its communication with clients uses the Firebase Realtime Database. Thanks to the integration of a specific communication protocol, it can operate in a multi-server space, allowing the distribution of work across several servers. This thesis provides a more in-depth …moreAbstract:
Táto diplomová práca sa zaoberá návrhom a implementáciou prvotnej verzie centralizovaného servera Federatívneho učenia, ktorý pre svoju komunikáciu s klientmi využíva Firebase Databázu v reálnom čase. Vďaka integrácii špecifického komunikačného protokolu dokáže fungovať v priestore o viacerých serveroch, čo umožňuje distribúciu práce medzi niekoľko serverov. V rámci práce je bližšie priblížený koncept …more
Language used: Slovak
Date on which the thesis was submitted / produced: 21. 5. 2024
Identifier:
https://is.muni.cz/th/co7km/
Thesis defence
- Date of defence: 19. 6. 2024
- Supervisor: doc. Ing. Václav Oujezský, Ph.D.
- Reader: Ing. Jakub Michálek
Citation record
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsMaster programme / field:
Software Engineering / Design and development of software systems
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