Probabilistic safe WCET estimation for weakly hard real-time systems at design stages

J Lee, SY Shin, LC Briand, S Nejati - ACM Transactions on Software …, 2023 - dl.acm.org
Weakly hard real-time systems can, to some degree, tolerate deadline misses, but their
schedulability still needs to be analyzed to ensure their quality of service. Such analysis …

[HTML][HTML] Gradient descent algorithm for the optimization of fixed priorities in real-time systems

JM Rivas, JJ Gutiérrez, A Guasque… - Journal of Systems …, 2024 - Elsevier
This paper considers the offline assignment of fixed priorities in partitioned preemptive real-
time systems where tasks have precedence constraints. This problem is crucial in this type of …

[PDF][PDF] PSRL: A New Method for Real-Time Task Placement and Scheduling Using Reinforcement Learning.

B Haouari, R Mzid, O Mosbahi - SEKE, 2023 - ksiresearch.org
Modern real-time system development methodologies describe a stage in which application
tasks are deployed onto an execution platform. The deployment process is divided into two …

Gradient descent algorithm for the optimization of fixed priorities in real-time systems

JM Rivas Concepción, JJ Gutiérrez García, A Guasque… - 2024 - repositorio.unican.es
This paper considers the offline assignment of fixed priorities in partitioned preemptive real-
time systems where tasks have precedence constraints. This problem is crucial in this type of …

WCET and Priority Assignment Analysis of Real-Time Systems using Search and Machine Learning

J Lee - 2022 - orbilu.uni.lu
[en] Real-time systems have become indispensable for human life as they are used in
numerous industries, such as vehicles, medical devices, and satellite systems. These …