Scientific Large Scale Infrastructure for Computing/Communication Experimental Studies

Andreas Herkersdorf

ProfessorTechnical University of Munich

Participant (SLICES-DE project role)

Selected Publications

10 publications

Florian Maurer, Michael Meidinger, Yiming Lu, Matthias Schlemmer, Thomas Hallermeier, Anmol Surhonne, Thomas Wild, and Andreas Herkersdorf,

Rule-Based Reinforcement Learning on FPGA for QoS-Aware Dynamic Frequency Scaling

IEEE Trans. Very Large Scale Integr. Syst., vol. 33, pp. 3008–3017, 2025, https://doi.org/10.1109/TVLSI.2025.3592300.

@article{DBLP:journals/tvlsi/MaurerMLSHSWH25,
 author = {Florian Maurer and Michael Meidinger and Yiming Lu and Matthias Schlemmer and Thomas Hallermeier and Anmol Surhonne and Thomas Wild and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/tvlsi/MaurerMLSHSWH25.bib},
 doi = {10.1109/TVLSI.2025.3592300},
 journal = {IEEE Trans. Very Large Scale Integr. Syst.},
 number = {11},
 pages = {3008--3017},
 timestamp = {Tue, 31 Mar 2026 08:58:07 +0200},
 title = {Rule-Based Reinforcement Learning on FPGA for QoS-Aware Dynamic Frequency Scaling},
 url = {https://doi.org/10.1109/tvlsi.2025.3592300},
 volume = {33},
 year = {2025}
}

Klajd Zyla, Marco Liess, Thomas Wild, and Andreas Herkersdorf,

HiPerNoC: A High-Performance Network-an-Chip for Flexible and Scalable FPGA-Based SmartNICs

Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025, pp. 1–7, IEEE, 2025, https://doi.org/10.23919/DATE64628.2025.10992922.

@inproceedings{DBLP:conf/date/ZylaLWH25,
 author = {Klajd Zyla and Marco Liess and Thomas Wild and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/date/ZylaLWH25.bib},
 booktitle = {Design, Automation & Test in Europe Conference, DATE 2025, Lyon, France, March 31 - April 2, 2025},
 doi = {10.23919/DATE64628.2025.10992922},
 pages = {1--7},
 publisher = {IEEE},
 timestamp = {Fri, 30 May 2025 14:55:24 +0200},
 title = {HiPerNoC: A High-Performance Network-an-Chip for Flexible and Scalable FPGA-Based SmartNICs},
 url = {https://doi.org/10.23919/DATE64628.2025.10992922},
 year = {2025}
}

Florian Maurer, Michael Meidinger, Yiming Lu, Thomas Hallermeier, Anmol Surhonne, Thomas Wild, and Andreas Herkersdorf,

QoS-Aware Dynamic Frequency Scaling for Mixed-Critical Systems based on Shielded Reinforcement Learning

2024 IEEE Nordic Circuits and Systems Conference (NorCAS), Lund, Sweden, October 29-30, 2024, pp. 1–6, IEEE, 2024, https://doi.org/10.1109/NORCAS64408.2024.10752457.

@inproceedings{DBLP:conf/norcas/0003MLHSWH24,
 author = {Florian Maurer and Michael Meidinger and Yiming Lu and Thomas Hallermeier and Anmol Surhonne and Thomas Wild and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/norcas/0003MLHSWH24.bib},
 booktitle = {2024 IEEE Nordic Circuits and Systems Conference (NorCAS), Lund, Sweden, October 29-30, 2024},
 doi = {10.1109/NORCAS64408.2024.10752457},
 pages = {1--6},
 publisher = {IEEE},
 timestamp = {Mon, 03 Mar 2025 21:19:26 +0100},
 title = {QoS-Aware Dynamic Frequency Scaling for Mixed-Critical Systems based on Shielded Reinforcement Learning},
 url = {https://doi.org/10.1109/NorCAS64408.2024.10752457},
 year = {2024}
}

Tim Twardzik, Lars Nolte, Camille Jalier, Jiyuan Shi, Thomas Wild, and Andreas Herkersdorf,

HASIIL: Hardware-Assisted Scheduling to Improve IPC Latency in Linux

Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy, May 7-9, 2024, ACM, 2024, https://doi.org/10.1145/3649153.3649197.

@inproceedings{DBLP:conf/cf/TwardzikNJSWH24,
 author = {Tim Twardzik and Lars Nolte and Camille Jalier and Jiyuan Shi and Thomas Wild and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/cf/TwardzikNJSWH24.bib},
 booktitle = {Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy, May 7-9, 2024},
 doi = {10.1145/3649153.3649197},
 publisher = {ACM},
 timestamp = {Sun, 19 Jan 2025 13:27:45 +0100},
 title = {HASIIL: Hardware-Assisted Scheduling to Improve IPC Latency in Linux},
 url = {https://doi.org/10.1145/3649153.3649197},
 year = {2024}
}

Lars Nolte, Tim Twardzik, Camille Jalier, Jiyuan Shi, Thomas Wild, and Andreas Herkersdorf,

Hardware Assist for Linux IPC on an FPGA Platform

Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy, May 7-9, 2024, ACM, 2024, https://doi.org/10.1145/3649153.3652998.

@inproceedings{DBLP:conf/cf/NolteTJSWH24,
 author = {Lars Nolte and Tim Twardzik and Camille Jalier and Jiyuan Shi and Thomas Wild and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/cf/NolteTJSWH24.bib},
 booktitle = {Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy, May 7-9, 2024},
 doi = {10.1145/3649153.3652998},
 publisher = {ACM},
 timestamp = {Sun, 19 Jan 2025 13:27:39 +0100},
 title = {Hardware Assist for Linux IPC on an FPGA Platform},
 url = {https://doi.org/10.1145/3649153.3652998},
 year = {2024}
}

Franz Biersack, Marco Liess, Markus Absmann, Fabiana Lotter, Thomas Wild, and Andreas Herkersdorf,

ecoNIC: Saving Energy Through SmartNIC-Based Load Balancing of Mixed-Critical Ethernet Traffic

27th Euromicro Conference on Digital System Design, DSD 2024, Paris, France, August 28-30, 2024, pp. 185–193, IEEE, 2024, https://doi.org/10.1109/DSD64264.2024.00033.

@inproceedings{DBLP:conf/dsd/BiersackLALWH24,
 author = {Franz Biersack and Marco Liess and Markus Absmann and Fabiana Lotter and Thomas Wild and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/dsd/BiersackLALWH24.bib},
 booktitle = {27th Euromicro Conference on Digital System Design, DSD 2024, Paris, France, August 28-30, 2024},
 doi = {10.1109/DSD64264.2024.00033},
 pages = {185--193},
 publisher = {IEEE},
 timestamp = {Tue, 19 Nov 2024 11:36:20 +0100},
 title = {ecoNIC: Saving Energy Through SmartNIC-Based Load Balancing of Mixed-Critical Ethernet Traffic},
 url = {https://doi.org/10.1109/DSD64264.2024.00033},
 year = {2024}
}

Marco Liess, Julian Demicoli, Tobias Tiedje, Matthias Lohrmann, Matthias Nickel, M. Luniak, Dimitrios A. Prousalis, Thomas Wild, Ronald Tetzlaff, Diana Göhringer, Christian Mayr, Karlheinz Bock, Sebastian Steinhorst, and Andreas Herkersdorf,

X-MAPE: Extending 6G-Connected Self-Adaptive Systems with Reflexive Actions

IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2023, Dresden, Germany, November 7-9, 2023, pp. 163–167, IEEE, 2023, https://doi.org/10.1109/NFV-SDN59219.2023.10329602.

@inproceedings{DBLP:conf/nfvsdn/LiessDTLNLPWTGMBSH23,
 author = {Marco Liess and Julian Demicoli and Tobias Tiedje and Matthias Lohrmann and Matthias Nickel and M. Luniak and Dimitrios A. Prousalis and Thomas Wild and Ronald Tetzlaff and Diana Göhringer and Christian Mayr and Karlheinz Bock and Sebastian Steinhorst and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/nfvsdn/LiessDTLNLPWTGMBSH23.bib},
 booktitle = {IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2023, Dresden, Germany, November 7-9, 2023},
 doi = {10.1109/NFV-SDN59219.2023.10329602},
 editor = {Frank H. P. Fitzek and Larry J. Horner and Molka Gharbaoui and Giang T. Nguyen and Rentao Gu and Tobias Meuser},
 pages = {163--167},
 publisher = {IEEE},
 timestamp = {Sun, 06 Oct 2024 21:12:23 +0200},
 title = {X-MAPE: Extending 6G-Connected Self-Adaptive Systems with Reflexive Actions},
 url = {https://doi.org/10.1109/NFV-SDN59219.2023.10329602},
 year = {2023}
}

Florian Maurer, Moritz Thoma, Anmol Prakash Surhonne, Bryan Donyanavard, and Andreas Herkersdorf,

Machine learning in run-time control of multicore processor systems

it Inf. Technol., vol. 65, pp. 164–176, 2023, https://doi.org/10.1515/ITIT-2023-0056.

@article{DBLP:journals/it/MaurerTSDH23,
 author = {Florian Maurer and Moritz Thoma and Anmol Prakash Surhonne and Bryan Donyanavard and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/journals/it/MaurerTSDH23.bib},
 doi = {10.1515/ITIT-2023-0056},
 journal = {it Inf. Technol.},
 number = {4-5},
 pages = {164--176},
 timestamp = {Sun, 10 Dec 2023 17:01:18 +0100},
 title = {Machine learning in run-time control of multicore processor systems},
 url = {https://doi.org/10.1515/itit-2023-0056},
 volume = {65},
 year = {2023}
}

Klajd Zyla, Marco Liess, Thomas Wild, and Andreas Herkersdorf,

FlexPipe: Fast, Flexible and Scalable Packet Processing for High-Performance SmartNICs

31st IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2023, Dubai, United Arab Emirates, October 16-18, 2023, pp. 1–6, IEEE, 2023, https://doi.org/10.1109/VLSI-SOC57769.2023.10321933.

@inproceedings{DBLP:conf/vlsi/ZylaLWH23,
 author = {Klajd Zyla and Marco Liess and Thomas Wild and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/vlsi/ZylaLWH23.bib},
 booktitle = {31st IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2023, Dubai, United Arab Emirates, October 16-18, 2023},
 doi = {10.1109/VLSI-SOC57769.2023.10321933},
 pages = {1--6},
 publisher = {IEEE},
 timestamp = {Wed, 06 Dec 2023 13:14:06 +0100},
 title = {FlexPipe: Fast, Flexible and Scalable Packet Processing for High-Performance SmartNICs},
 url = {https://doi.org/10.1109/VLSI-SoC57769.2023.10321933},
 year = {2023}
}

Franz Biersack, Kilian Holzinger, Henning Stubbe, Thomas Wild, Georg Carle, and Andreas Herkersdorf,

Priority-aware Inter-Server Receive Side Scaling

31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2023, Naples, Italy, March 1-3, 2023, pp. 51–58, IEEE, 2023, https://doi.org/10.1109/PDP59025.2023.00016.

@inproceedings{DBLP:conf/pdp/BiersackHSWCH23,
 author = {Franz Biersack and Kilian Holzinger and Henning Stubbe and Thomas Wild and Georg Carle and Andreas Herkersdorf},
 bibsource = {dblp computer science bibliography, https://dblp.org},
 biburl = {https://dblp.org/rec/conf/pdp/BiersackHSWCH23.bib},
 booktitle = {31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2023, Naples, Italy, March 1-3, 2023},
 doi = {10.1109/PDP59025.2023.00016},
 editor = {Raffaele Montella and Javier García Blas and Daniele DÁgostino},
 pages = {51--58},
 publisher = {IEEE},
 timestamp = {Wed, 07 Jun 2023 22:08:04 +0200},
 title = {Priority-aware Inter-Server Receive Side Scaling},
 url = {https://doi.org/10.1109/PDP59025.2023.00016},
 year = {2023}
}