Automatic synthesis of FSMs for enforcing non-functional requirements on MPSoCs using multi-objective evolutionary algorithms

K Esper, S Wildermann, J Teich - ACM Transactions on Design …, 2023 - dl.acm.org
Embedded system applications often require guarantees regarding non-functional
properties when executed on a given MPSoC platform. Examples of such requirements …

Hybrid genetic reinforcement learning for generating run-time requirement enforcers

J Spieck, PL Sixdenier, K Esper, S Wildermann… - Proceedings of the 21st …, 2023 - dl.acm.org
When designing embedded systems, engineers have to consider non-functional
requirements, such as real-time or energy consumption constraints. To enforce or counteract …

History-Based Run-Time Requirement Enforcement of Non-Functional Properties on MPSoCs

K Esper, J Teich - Fifth Workshop on Next Generation Real-Time …, 2024 - drops.dagstuhl.de
Embedded system applications usually have requirements regarding non-functional
properties of their execution like latency or power consumption. Enforcement of such …

Range-Based Run-time Requirement Enforcement of Non-Functional Properties on MPSoCs

K Esper, S Wildermann, J Teich - 2024 Design, Automation & …, 2024 - ieeexplore.ieee.org
Embedded system applications normally come with a set of non-functional requirements
defined over properties (eg, latency), expressed as a corridor of correct values via a lower …