• Technische Universität Darmstadt
• Computer Science Department (FB20)
• Embedded Systems & Applications Group (ESA)
• Hochschulstr. 10
• D-64289 Darmstadt


• Phone: +49 6151 / 16-22431
• E-Mail: kalkhof@esa.tu-darmstadt.de


• S2|02 Raum E106

Forschungsgebiete

• Hardware-Beschleuniger

Lebenslauf

• seit 2021

  Wissenschaftlicher Mitarbeiter am Fachgebiet ESA

• 2018 - 2021

  M.Sc. Informationssystemtechnik, TU Darmstadt

• April - Oktober 2019

  Praktikum, Systemingenieur, Stadler Rheintal AG

• 2014-2018

  B.Sc. Informationssystemtechnik, TU Darmstadt

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).
   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. Kalkhof, T., Heinz, C., and Koch, A. (2024). Enabling FPGA and AI Engine Tasks in the HPX Programming Framework for Heterogeneous High-Performance Computing. In Applied Reconfigurable Computing. Architectures, Tools, and Applications. Springer International Publishing. doi: 10.1007/978-3-031-55673-9_6
   Preprint DOI
   Bibtex

   @inproceedings{kalkhof2024arc,
     author = {Kalkhof, Torben and Heinz, Carsten and Koch, Andreas},
     title = {Enabling FPGA and AI Engine Tasks in the HPX Programming Framework for Heterogeneous High-Performance Computing},
     booktitle = {Applied Reconfigurable Computing. Architectures, Tools, and Applications},
     year = {2024},
     publisher = {Springer International Publishing},
     doi = {10.1007/978-3-031-55673-9_6}
   }
   

3. Kalkhof, T., and Koch, A. (2022). Direct Device-to-Device Physical Page Migrations in Multi-FPGA Shared Virtual Memory Systems. In 2022 32nd International Conference on Field-Programmable Logic and Applications (FPL). doi: 10.1109/FPL57034.2022.00043
   Preprint DOI
   Bibtex

   @inproceedings{kalkhof2022fpl,
     title = {Direct Device-to-Device Physical Page Migrations in Multi-FPGA Shared Virtual Memory Systems},
     author = {Kalkhof, Torben and Koch, Andreas},
     booktitle = {2022 32nd International Conference on Field-Programmable Logic and Applications (FPL)},
     year = {2022},
     doi = {10.1109/FPL57034.2022.00043}
   }
   

4. Kalkhof, T., and Koch, A. (2021). Efficient Physical Page Migrations in Shared Virtual Memory Reconfigurable Computing Systems. In 2021 International Conference on Field-Programmable Technology (ICFPT). doi: 10.1109/ICFPT52863.2021.9609831
   Preprint DOI
   Bibtex

   @inproceedings{kalkhof2021fpt,
     title = {Efficient Physical Page Migrations in Shared Virtual Memory Reconfigurable Computing Systems},
     author = {Kalkhof, Torben and Koch, Andreas},
     booktitle = {2021 International Conference on Field-Programmable Technology (ICFPT)},
     year = {2021},
     doi = {10.1109/ICFPT52863.2021.9609831}
   }