Florian Maurer

According to our database, Florian Maurer authored at least 14 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EPIC-Q: Equivalent-Policy Invariant Comparison Enhanced Transfer Q-learning for Run-Time SoC Performance-Power Optimization.

Anmol Surhonne, Haitham S. Fawzi, Florian Maurer, Oliver Lenke, Michael Meidinger, Thomas Wild, Andreas Herkersdorf

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2024

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

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

Proceedings of the 2024 IEEE Nordic Circuits and Systems Conference (NorCAS), 2024

XCS with dynamic sized experience replay for memory constrained applications.

Anmol Surhonne, Manuel Wensauer, Florian Maurer, Thomas Wild, Andreas Herkersdorf

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Machine learning in run-time control of multicore processor systems.

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

it Inf. Technol., August, 2023

LCT-TL : Learning Classifier Table (LCT) with Transfer Learning for runtime SoC performance-power optimization.

Anmol Surhonne, Florian Maurer, Thomas Wild, Andreas Herkersdorf

Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023

LCT-DER: Learning Classifier Table with Dynamic-Sized Experience Replay for Run-time SoC Performance-Power Optimization.

Anmol Surhonne, Florian Maurer, Thomas Wild, Andreas Herkersdorf

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Information Processing Factory 2.0 - Self-awareness for Autonomous Collaborative Systems.

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

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

CoLeCTs: Cooperative Learning Classifier Tables for Resource Management in MPSoCs.

Klajd Zyla, Florian Maurer, Thomas Wild, Andreas Herkersdorf

Proceedings of the Architecture of Computing Systems - 36th International Conference, 2023

2022

The Self-Aware Information Processing Factory Paradigm for Mixed-Critical Multiprocessing.

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

IEEE Trans. Emerg. Top. Comput., 2022

GAE-LCT: A Run-Time GA-Based Classifier Evolution Method for Hardware LCT Controlled SoC Performance-Power Optimization.

Anmol Surhonne, Nguyen Anh Vu Doan, Florian Maurer, Thomas Wild, Andreas Herkersdorf

Proceedings of the Architecture of Computing Systems - 35th International Conference, 2022

2020

Emergent Control of MPSoC Operation by a Hierarchical Supervisor / Reinforcement Learning Approach.

Florian Maurer, Bryan Donyanavard, Amir M. Rahmani, Nikil D. Dutt, Andreas Herkersdorf

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

The Information Processing Factory: Organization, Terminology, and Definitions.

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

CoRR, 2019

SOSA: Self-Optimizing Learning with Self-Adaptive Control for Hierarchical System-on-Chip Management.

Bryan Donyanavard, Tiago Mück, Amir M. Rahmani, Nikil D. Dutt, Armin Sadighi, Florian Maurer, Andreas Herkersdorf

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

The information processing factory: a paradigm for life cycle management of dependable systems.

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

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, 2019