Jan Spieck

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Industrial Strength

Reinforcement Learning

Temporal Difference Learning

Top Venues

Publications

Jan Spieck, Stefan Wildermann, Jürgen Teich
A Learning-based Methodology for Scenario-aware Mapping of Soft Real-time Applications onto Heterogeneous MPSoCs. ACM Trans. Design Autom. Electr. Syst. 28 (1) (2023)
Jan Spieck, Pierre-Louis Sixdenier, Khalil Esper, Stefan Wildermann, Jürgen Teich
Hybrid Genetic Reinforcement Learning for Generating Run-Time Requirement Enforcers. MEMOCODE (2023)
Khalil Esper, Jan Spieck, Pierre-Louis Sixdenier, Stefan Wildermann, Jürgen Teich
RAVEN: Reinforcement Learning for Generating Verifiable Run-Time Requirement Enforcers for MPSoCs. NG-RES@HiPEAC (2023)
Jan Spieck, Stefan Wildermann, Jürgen Teich
On Transferring Application Mapping Knowledge Between Differing MPSoC Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Jan Spieck, Stefan Wildermann, Jürgen Teich
Domain-Adaptive Soft Real-Time Hybrid Application Mapping for MPSoCs. MLCAD (2021)
Jürgen Teich, Behnaz Pourmohseni, Oliver Keszöcze, Jan Spieck, Stefan Wildermann
Run-Time Enforcement of Non-Functional Application Requirements in Heterogeneous Many-Core Systems. ASP-DAC (2020)
Jan Spieck, Stefan Wildermann, Jürgen Teich
Scenario-Based Soft Real-Time Hybrid Application Mapping for MPSoCs. DAC (2020)
Jan Spieck, Stefan Wildermann, Tobias Schwarzer, Jürgen Teich, Michael Glaß
Data-Driven Scenario-Based Application Mapping for Heterogeneous Many-Core Systems. MCSoC (2019)