Lectures:
Projects/Seminars:
- Interoperability in Data Processing Pipelines (Master, Winter 2022/23)
- Data Management in ML Systems (Master, Winter 2021/22)
- GPU-Accelerated Data Processing (Master, Winter 2020/21)
- Data Processing on Modern Hardware (Master, Summer 2020)
Master & Bachelor Projects:
- Model Lifecycle Analysis Platform (Master Project, Summer 2022)
- End-to-end ML System Benchmarking (Bachelor Project, 2020/21)
Thesis Supervision:
If you are interested in writing your thesis with me, have a look at the open theses page for some ideas and guidelines. If you have an interesting idea that you want to work on, feel free to drop me a line.
Completed Theses:
- RMG Sort: Radix-Partitioning-Based Multi-GPU Sort, Ivan Ilic, Master Thesis, 2022
- Model Management in Distributed Environments, Nils Straßenburg, Master Thesis, 2021
- Benchmarking Distributed Machine Learning Systems, Willi Rieck, Bachelor Thesis, 2021
- Benchmarking Containerized Machine Learning Pipelines, Jost Morgenstern, Bachelor Thesis, 2021
- Real-Time Benchmarking, Jonas Schulze, Bachelor Thesis, 2021
- UI Designs for Benchmarking Systems, Christian Jacob, Bachelor Thesis, 2021