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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 …more
Abstract:
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
 

Keywords

Kubernetes data processing logging deployment infrastructure Sensitive Cloud
 
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

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Masaryk University

Faculty of Informatics

Master programme / field:
Software Engineering / Design and development of software systems

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