Sebastian Simon
Leipzig University
Chair of Software Systems
Augustusplatz 10
04109 Leipzig
Room: Phone: E-mail: | P635 (Paulinum) +49 (0) 341 97 323 92 ssimon@informatik.uni-leipzig.de |
Research Interest
- Configurable Software Systems
- Dependency Conflict Detection
- Learning Configuration Dependencies
- Taming Configuration Issues
Courses
- SS 2023: Software Engineering für KI-Systeme (Master)
- WS 22/23: Softwaretechnikpraktikum (Bachelor)
- WS 21/22: Softwaretechnikpraktikum (Bachelor)
Supervised Theses
- Entwicklung eines Interfaces zur automatisierten Manipulation von Konfigurationsdateien
- Ermittlung von Konfigurationsoptionen im Source Code mit Focus auf Machine Learning Bibliotheken in Python
- Tracking Configuration Options in Source Code Focusing on Java Frameworks
- Literaturanalyse zu Entwicklungsansätzen und -herausforderungen intelligenter Softwaresysteme in der Praxis
- Klassifikation von Konfigurationsabhängigkeiten zwischen verschiedenen Technologien
Publications
2023
- Sebastian Simon, Nicolai Ruckel, Norbert Siegmund. CfgNet: A Framework for Tracking Equality-Based Configuration Dependencies Across a Software Project. IEEE Transactions on Software Engineering (TSE), 2023. To appear
- Sebastian Simon, Nikolay Kolyada, Christopher Akiki, Martin Potthast, Benno Stein, and Norbert Siegmund. Exploring Hyperparameter Usage and Tuning in Machine Learning Research. In 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN), May, 2023. CAIN. To appear.
Talks/Conferences
- CAIN 2023: Exploring Hyperparameter Usage and Tuning in Machine Learning Research (upcoming, May 15-16, 2023, Online)
- FOSD 2023: Learning Configuration Dependencies Across the Technology Stack of Open-Source Software Projects (March 27-31, 2023, Ulm, Germany)
- FOSD 2022: Evolution of the Configuration Space in Modern Software Development (March 29 – April 01, 2022, Vienna, Austria)
- FOSD 2021: CfgNet Detecting Dependency Conflicts of Configurations (April 13-15, 2021, Online)