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Forschungsgebiete

  • FPGA/GPU accelerators for sensor data processing

Lebenslauf

  • 2015-2018

    Bachelor of Science in Computer Science, TU Darmstadt

  • 2018-2021

    Master of Science in Autonomous Systems, TU Darmstadt

  • April - October 2019

    Internship, European Space Agency ESOC

  • since 2021

    Research Associate at the Embedded Systems and Applications Group (ESA)

Publications

  1. Heinz, C., Kalkhof, T., Lavan, Y., and Koch, A. (2024). TaPaSCo-AIE: An Open-Source Framework for Streaming-based Heterogeneous Acceleration using AMD AI Engines. In 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).
    Best Paper Award Preprint
    Bibtex
    @inproceedings{heinz2024raw,
      author = {Heinz, Carsten and Kalkhof, Torben and Lavan, Yannick and Koch, Andreas},
      booktitle = {2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)},
      title = {TaPaSCo-AIE: An Open-Source Framework for Streaming-based Heterogeneous Acceleration using AMD AI Engines},
      year = {2024}
    }
    
  2. Strobl, J., Solis-Vasquez, L., Lavan, Y., and Koch, A. (2024). Graphtoy: Fast Software Simulation of Applications for AMD’s AI Engines. In Applied Reconfigurable Computing. Architectures, Tools, and Applications. Springer International Publishing. doi: 10.1007/978-3-031-55673-9_12
    Preprint DOI Slides
    Bibtex
    @inproceedings{strobl2024arc,
      author = {Strobl, Jonathan and Solis-Vasquez, Leonardo and Lavan, Yannick and Koch, Andreas},
      title = {Graphtoy: Fast Software Simulation of Applications for AMD’s AI Engines},
      booktitle = {Applied Reconfigurable Computing. Architectures, Tools, and Applications},
      year = {2024},
      publisher = {Springer International Publishing},
      doi = {10.1007/978-3-031-55673-9_12}
    }
    
  3. Spang, C., Lavan, Y., Hartmann, M., Meisel, F., and Koch, A. (2022). DExIE - An IoT-Class Hardware Monitor for Real-Time Fine-Grained Control-Flow Integrity. In Journal of Signal Processing Systems (Vol. 94, pp. 739–752). doi: 10.1007/s11265-021-01732-5
    Preprint DOI URL
    Bibtex
    @inproceedings{spang2022jsps,
      author = {Spang, Christoph and Lavan, Yannick and Hartmann, Marco and Meisel, Florian and Koch, Andreas},
      title = {DExIE - An IoT-Class Hardware Monitor for Real-Time Fine-Grained Control-Flow Integrity},
      journal = {Journal of Signal Processing Systems},
      year = {2022},
      month = jul,
      day = {01},
      volume = {94},
      number = {7},
      pages = {739-752},
      issn = {1939-8115},
      doi = {10.1007/s11265-021-01732-5},
      url = {https://doi.org/10.1007/s11265-021-01732-5}
    }
    
  4. Spang, C., Lavan, Y., Hartmann, M., Meisel, F., and Koch, A. (2021). DExIE - An IoT-Class Hardware Monitor for Real-Time Fine-Grained Control-Flow Integrity. In Workshop on Design and Architectures for Signal and Image Processing (14th Edition), DASIP ’21 (pp. 26–34). New York, NY, USA: Association for Computing Machinery. doi: 10.1145/3441110.3441146
    Best Paper Award Preprint DOI URL Slides
    Bibtex
    @inproceedings{spang2021dasip,
      author = {Spang, Christoph and Lavan, Yannick and Hartmann, Marco and Meisel, Florian and Koch, Andreas},
      title = {DExIE - An IoT-Class Hardware Monitor for Real-Time Fine-Grained Control-Flow Integrity},
      year = {2021},
      isbn = {9781450389013},
      publisher = {Association for Computing Machinery},
      address = {New York, NY, USA},
      url = {https://doi.org/10.1145/3441110.3441146},
      doi = {10.1145/3441110.3441146},
      booktitle = {Workshop on Design and Architectures for Signal and Image Processing (14th Edition)},
      pages = {26–34},
      numpages = {9},
      keywords = {Fine-Grained Control Flow Integrity, IoT, Real Time, RISC-V, Hardware Security, Low Overhead},
      location = {Budapest, Hungary},
      series = {DASIP '21}
    }
    
  5. Heinz, C., Lavan, Y., Hofmann, J., and Koch, A. (2019). A Catalog and In-Hardware Evaluation of Open-Source Drop-In Compatible RISC-V Softcore Processors. In IEEE Proc. International Conference on ReConFigurable Computing and FPGAs (ReConFig). IEEE.
    Preprint
    Bibtex
    @inproceedings{heinz2019reconfig,
      title = {A Catalog and In-Hardware Evaluation of Open-Source Drop-In Compatible RISC-V Softcore Processors},
      author = {Heinz, Carsten and Lavan, Yannick and Hofmann, Jaco and Koch, Andreas},
      booktitle = {IEEE Proc. International Conference on ReConFigurable Computing and FPGAs (ReConFig)},
      year = {2019},
      organization = {IEEE}
    }