• Machine Learning Systems
• Distributed Machine Learning
• Parameter Servers
• Model management

Master 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.

Lectures:

• Big Data Systems (Master, Winter 2020/21, 2021/22)
• Database Systems I (Bachelor, Summer 2020)

Projects/Seminars:

• 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)

Bachelor Project Supervision:

• End-to-end ML System Benchmarking (Winter + Summer 2020/21)