Selected Publications
10 publications
Selected Publications
10 publicationsRule-Based Reinforcement Learning on FPGA for QoS-Aware Dynamic Frequency Scaling
@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}
}
HiPerNoC: A High-Performance Network-an-Chip for Flexible and Scalable FPGA-Based SmartNICs
@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}
}
QoS-Aware Dynamic Frequency Scaling for Mixed-Critical Systems based on Shielded Reinforcement Learning
@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}
}
HASIIL: Hardware-Assisted Scheduling to Improve IPC Latency in Linux
@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}
}
Hardware Assist for Linux IPC on an FPGA Platform
@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}
}
ecoNIC: Saving Energy Through SmartNIC-Based Load Balancing of Mixed-Critical Ethernet Traffic
@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}
}
X-MAPE: Extending 6G-Connected Self-Adaptive Systems with Reflexive Actions
@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}
}
Machine learning in run-time control of multicore processor systems
@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}
}
FlexPipe: Fast, Flexible and Scalable Packet Processing for High-Performance SmartNICs
@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}
}
Priority-aware Inter-Server Receive Side Scaling
@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}
}