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Ralf Stemmer
Ralf Stemmer
Verified email at dlr.de
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Year
Power and execution time measurement methodology for sdf applications on fpga-based mpsocs
C Schlaak, M Fakih, R Stemmer
arXiv preprint arXiv:1701.03709, 2017
152017
Towards runtime monitoring of complex system requirements for autonomous driving functions
D Grundt, A Köhne, I Saxena, R Stemmer, B Westphal, E Möhlmann
arXiv preprint arXiv:2209.14032, 2022
102022
Probabilistic state-based RT-analysis of SDFGs on MPSoCs with shared memory communication
R Stemmer, H Schlender, M Fakih, K Grüttner, W Nebel
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019
82019
Towards probabilistic timing analysis for SDFGs on tile based heterogeneous MPSoCs
R Stemmer, HD Vu, K Grüttner, S Le Nours, W Nebel, S Pillement
10th European Congress on Embedded Real Time Software and Systems (ERTS 2020 …, 2020
72020
A fast yet accurate message-level communication bus model for timing prediction of sdfgs on mpsoc
HD Vu, SL Nours, S Pillement, R Stemmer, K Grüttner
Proceedings of the 26th Asia and South Pacific Design Automation Conference …, 2021
62021
Experimental evaluation of probabilistic execution-time modeling and analysis methods for SDF applications on MPSoCs
R Stemmer, HD Vu, K Grüttner, S Le Nours, W Nebel, S Pillement
Embedded Computer Systems: Architectures, Modeling, and Simulation: 19th …, 2019
62019
A measurement-based message-level timing prediction approach for data-dependent sdfgs on tile-based heterogeneous mpsocs
R Stemmer, HD Vu, S Le Nours, K Grüttner, S Pillement, W Nebel
Applied Sciences 11 (14), 6649, 2021
52021
Towards state-based rt analysis of fsm-sadfgs on mpsocs with shared memory communication
R Stemmer, M Fakih, K Grüttner, W Nebel
Proceedings of the 9th Workshop on Rapid Simulation and Performance …, 2017
52017
Feasibility Study of Probabilistic Timing Analysis Methods for SDF Applications on Multi-Core Processors
R Stemmer, HD Vu, M Fakih, K Grüttner, S Le Nours, S Pillement
IETR; OFFIS, 2019
42019
Fast Yet Accurate Timing and Power Prediction of Artificial Neural Networks Deployed on Clock-Gated Multi-Core Platforms
Q Dariol, S Le Nours, D Helms, R Stemmer, S Pillement, K Grüttner
Proceedings of the DroneSE and RAPIDO: System Engineering for constrained …, 2023
32023
A Hybrid Performance Prediction Approach for Fully-Connected Artificial Neural Networks on Multi-core Platforms
Q Dariol, S Le Nours, S Pillement, R Stemmer, D Helms, K Grüttner
International Conference on Embedded Computer Systems, 250-263, 2022
32022
Experimental Evaluation of Scenario Aware Synchronous Data Flow based Power Management
O Klemp, M Fakih, K Grüttner, R Stemmer, W Nebel
Proceedings of the International Conference on Omni-Layer Intelligent …, 2019
22019
Early Performance and Energy Prediction of Neural Networks Deployed on Multi-Core Platforms
Q Dariol, S Le Nours, S Pillement, R Stemmer, D Helms, K Grüttner
GRETSI 2023 XXIXème Colloque Francophone de Traitement du Signal et des …, 2023
12023
Teaching Cyber-Physical Systems in Student Project Groups: How Do Alumni Assess the Experience in Retrospective?
H Schlender, R Stemmer, K Grüttner, G Ehmen, B Westphal, F Bruns
Proceedings der SEUH 2023, 43-54, 2023
12023
Hybrid Performance Prediction Models for Fully-Connected Neural Networks on MPSoC
Q Dariol, S Le Nours, S Pillement, R Stemmer, D Helms, K Grüttner
Colloque National du GDR SOC2, 2022
12022
Setup of an Experimental Framework for Performance Modeling and Prediction of Embedded Multicore AI Architectures
Q Dariol, S Le Nours, S Pillement, K Grüttner, D Helms, R Stemmer
IETR UMR 6164, 2022
12022
A Measurement-based Performance Evaluation Framework for Neural Networks on MPSoCs
Q Dariol, S Le Nours, S Pillement, R Stemmer, K Grüttner, D Helms
15ème Colloque National du GDR SOC2, 2021
12021
Challenges of Modern Embedded Systems
R Stemmer, R Schmedes
Gastvorlesung an der Hochschule Osnabrück, 2024
2024
V&V4NGC Methods, Processes and tool chains for the Validation & Verification of Next Generation Car
J Jupe-Weinauer, K Grüttner, D Baumgartner, J Brembeck, T Bünte, ...
2024
Simulation Based Execution Time Analysis of SDF Applications on Heterogeneous MPSoCs Using Measured Delay Distributions
R Stemmer
Universität Oldenburg, 2024
2024
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