Florian Maurer

15 papers A* 1A 2Misc 1Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Rule-Based Reinforcement Learning on FPGA for QoS-Aware Dynamic Frequency Scaling.
IEEE Trans. Very Large Scale Integr. Syst.
Florian Maurer, Michael Meidinger, Yiming Lu, Matthias Schlemmer, Thomas Hallermeier, Anmol Surhonne, Thomas Wild, Andreas Herkersdorf
2024 — conf
EPIC-Q: Equivalent-Policy Invariant Comparison Enhanced Transfer Q-learning for Run-Time SoC Performance-Power Optimization.
SAMOS
Anmol Surhonne, Haitham S. Fawzi, Florian Maurer, Oliver Lenke, Michael Meidinger, Thomas Wild, Andreas Herkersdorf
2024 — conf
QoS-Aware Dynamic Frequency Scaling for Mixed-Critical Systems based on Shielded Reinforcement Learning.
NorCAS
Florian Maurer, Michael Meidinger, Yiming Lu, Thomas Hallermeier, Anmol Surhonne, Thomas Wild, Andreas Herkersdorf
2024 — conf
XCS with dynamic sized experience replay for memory constrained applications.
GECCO Companion
Anmol Surhonne, Manuel Wensauer, Florian Maurer, Thomas Wild, Andreas Herkersdorf
2023 — conf
CoLeCTs: Cooperative Learning Classifier Tables for Resource Management in MPSoCs.
ARCS
Klajd Zyla, Florian Maurer, Thomas Wild, Andreas Herkersdorf
2023 A conf
Information Processing Factory 2.0 - Self-awareness for Autonomous Collaborative Systems.
DATE
Nora Sperling, Alex Bendrick, Dominik Stöhrmann, Rolf Ernst, Bryan Donyanavard, Florian Maurer, Oliver Lenke, Anmol Surhonne, Andreas Herkersdorf, Walaa Amer, Caio Batista de Melo, Ping-Xiang Chen, Quang Anh Hoang, Rachid Karami, Biswadip Maity, Paul Nikolian, Mariam Rakka, Dongjoo Seo, Saehanseul Yi, Minjun Seo, Nikil D. Dutt, Fadi J. Kurdahi
2023 — conf
LCT-DER: Learning Classifier Table with Dynamic-Sized Experience Replay for Run-time SoC Performance-Power Optimization.
GECCO Companion
Anmol Surhonne, Florian Maurer, Thomas Wild, Andreas Herkersdorf
2023 — conf
LCT-TL : Learning Classifier Table (LCT) with Transfer Learning for runtime SoC performance-power optimization.
MCSoC
Anmol Surhonne, Florian Maurer, Thomas Wild, Andreas Herkersdorf
2023 J jnl
Machine learning in run-time control of multicore processor systems.
it Inf. Technol.
Florian Maurer, Moritz Thoma, Anmol Prakash Surhonne, Bryan Donyanavard, Andreas Herkersdorf
2022 — conf
GAE-LCT: A Run-Time GA-Based Classifier Evolution Method for Hardware LCT Controlled SoC Performance-Power Optimization.
ARCS
Anmol Surhonne, Nguyen Anh Vu Doan, Florian Maurer, Thomas Wild, Andreas Herkersdorf
2022 J jnl
The Self-Aware Information Processing Factory Paradigm for Mixed-Critical Multiprocessing.
IEEE Trans. Emerg. Top. Comput.
Eberle A. Rambo, Bryan Donyanavard, Minjun Seo, Florian Maurer, Thawra Kadeed, Caio Batista de Melo, Biswadip Maity, Anmol Surhonne, Andreas Herkersdorf, Fadi J. Kurdahi, Nikil D. Dutt, Rolf Ernst
2020 A conf
Emergent Control of MPSoC Operation by a Hierarchical Supervisor / Reinforcement Learning Approach.
DATE
Florian Maurer, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt, Andreas Herkersdorf
2019 A* conf
SOSA: Self-Optimizing Learning with Self-Adaptive Control for Hierarchical System-on-Chip Management.
MICRO
Bryan Donyanavard, Tiago Mück, Amir M. Rahmani, Nikil D. Dutt, Armin Sadighi, Florian Maurer, Andreas Herkersdorf
2019 J jnl
The Information Processing Factory: Organization, Terminology, and Definitions.
CoRR
Eberle A. Rambo, Bryan Donyanavard, Minjun Seo, Florian Maurer, Thawra Kadeed, Caio Batista de Melo, Biswadip Maity, Anmol Surhonne, Andreas Herkersdorf, Fadi J. Kurdahi, Nikil D. Dutt, Rolf Ernst
2019 Misc conf
The information processing factory: a paradigm for life cycle management of dependable systems.
CODES+ISSS
Eberle A. Rambo, Thawra Kadeed, Rolf Ernst, Minjun Seo, Fadi J. Kurdahi, Bryan Donyanavard, Caio Batista de Melo, Biswadip Maity, Kasra Moazzemi, Kenneth Michael Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil D. Dutt, Florian Maurer, Nguyen Anh Vu Doan, Anmol Surhonne, Thomas Wild, Andreas Herkersdorf