DevOps and MLOps Pipelines in a Secure Kubernetes Cluster – Bc. David Rusnák
Bc. David Rusnák
Master's thesis
DevOps and MLOps Pipelines in a Secure Kubernetes Cluster
DevOps and MLOps Pipelines in a Secure Kubernetes Cluster
Abstract:
Práca sa zameriava na bezpečné a škálovateľné spracovanie lekárskych údajov, čím prispieva k poslaniu projektu AICope zameraného na správu zdravotníckych údajov orientovanú na pacienta. Systém využívajúci Kubernetes a Apache Airflow je nasadený v prostredí Sensitive Cloud. Tento systém predstavuje zásadný krok smerom k futuristickému stavu, ktorý zabezpečuje efektívny prístup k informáciám, prezentuje …moreAbstract:
The thesis focuses on the secure and scalable processing of medical data, contributing to the AICope project's mission for patient-centric healthcare data management. A system utilizing Kubernetes and Apache Airflow is deployed in the Sensitive Cloud environment. This system represents a crucial step towards an futuristic state, ensuring efficient information access, presenting unprecedented insights …more
Language used: English
Date on which the thesis was submitted / produced: 15. 12. 2023
Identifier:
https://is.muni.cz/th/ori9x/
Thesis defence
- Date of defence: 13. 2. 2024
- Supervisor: doc. Mgr. Bc. Vít Nováček, PhD
- Reader: Maroš Lipták
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