Open Topics
Bachelor's and Master's Theses, P1 and P2
The following contains currently open thesis topics in our areas of research. If you are interested in a topic or have a thesis idea of your own that might fit our research interests, please first contact our office staff at sek.swa(at)univie.ac.at with the topic(s) you are interested in. You will then be redirected to the corresponding supervisor if the topic is still available.
Please note that in addition to finding a supervisor for your Bachelor or Master thesis, or your P1/P2 project, you also have to register for the correct course group. The SWA group manages the following groups:
- 051080-3 Group 3 of Practical Course with Bachelor's Thesis
- 053021-3 Group 3 of Practical Course: Computer Science 1
- 053031-3 Group 3 of Practical Course: Computer Science 2
- 053049-3 Group 3 of Master Seminar
Last update March 17, 2026
Code Complexity Analysis in MARL Algorithms(no longer available)Tracking Hyperparameter Evolution across RL Pipelines(no longer available)Measuring Hyperparameter Complexity across RL Algorithms(no longer available)- Design and Evaluation of a Collaborative Agent Architecture with Lifecycle Management
- Automating Agentic AI Integration in an MLOps/RLOps Workflow
- Automated quality checking for MLOps pipelines (only available for Master thesis)
Workflow and system behavior analysis: How to improve and optimize development handover(no longer available)Anomaly detection and prediction in workflow and service based systems(no longer available)- Investigating model metrics and software engineering aspects for the monitoring of RLOps
Automatically repairing CI/CD pipelines' anti-patterns, studying the changes in speed, resource usage, and reliability(no longer available)A model for the reliability of CI/CD pipelines applied to realistic and synthetic systems(no longer available)Practices for monitoring CI/CD pipelines, and studying the parallelism(no longer available)Descriptive analysis of CI/CD pipelines(no longer available)Optimization of CI/CD pipelines using AI(no longer available)Optimization of self-adaptive software systems(no longer available)