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Roman Heinrich

Ph.D. Researcher
DFKI & TU Darmstadt
roman.heinrich.cs (at) gmail.com


About Me

I am a motivated and results‑driven Ph.D. candidate at DFKI and TU Darmstadt, conducting research on enhancing modern data systems with AI & ML in the Systems Group under the supervision of Prof. Dr. Carsten Binnig. I hold a Master’s degree in Intelligent Systems from Bielefeld University and a Bachelor’s degree in Electrical Engineering from TH OWL

Research Interests

My research lies in learned database components, learned cost models for databases and stream processing systems and operator placement.

Publications

  1. TPCTC
    Pratyush Agnihotri, Boris Koldehofe, Roman Heinrich, Carsten Binnig, Manisha Luthra
    Proceedings of the the Performance Evaluation and Benchmarking, 16th TPC Technology Conference, Springer

  2. ICDE
    Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra
    40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, Netherlands, May 13 - 17, 2024

  3. ICDE
    Pratyush Agnihotri, Boris Koldehofe, Paul Stiegele, Roman Heinrich, Carsten Binnig, Manisha Luthra
    40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, Netherlands, May 13 - 17, 2024

  4. DEBS
    Roman Heinrich, Manisha Luthra, Harald Kornmayer, Carsten Binnig
    16th ACM International Conference on Distributed and Event-based Systems, DEBS 2022, Copenhagen, Denmark, June 27 - 30, 2022