Research
To get an overview of my research, feel free to check out my Linktree.
Research Interests
- Machine Learning
- Query Optimization
- Database Composability
Thesis Topics
I offer various topics for any thesis type on machine learning and query optimization. Just write me a mail and we will find the optimal topic for you. The primary programming language of my topics will evolve around python.
Publications (2)
@inproceedings{,
author = {Lucas Woltmann and Jerome Thiessat and Claudio Hartmann and Dirk Habich and Wolfgang Lehner},
title = {FASTgres: Making Learned Query Optimizer Hinting Effective},
booktitle = {Proceedings of the VLDB Endowment},
volume = {16},
year = {2023},
month = {8},
pages = {3310--3322},
url = {https://doi.org/10.14778/3611479.3611528},
publisher = {PVLDB}
}@incollection{,
author = {Jerome Thiessat and Lucas Woltmann and Claudio Hartmann and Dirk Habich},
title = {Optimizing Query Processing in PostgreSQL Through Learned Optimizer Hints},
series = {Lecture Notes in Informatics (LNI)},
volume = {P-331},
year = {2023},
month = {3},
pages = {1075--1081},
url = {https://doi.org/10.18420/BTW2023-74},
publisher = {Gesellschaft f\"{u}r Informatik e.V.}
}
