Title :
A dependability-driven system-level design approach for embedded systems
Author :
Jhumka, Arshad ; Klaus, Stephan ; Huss, Sorin A.
Author_Institution :
Dept. of Comput. Sci., Warwick Univ., Coventry, UK
Abstract :
The paper introduces dependability as an optimization criterion in the system-level design process of embedded systems. Given the pervasiveness of embedded systems, especially in the area of highly dependable and safety-critical systems, it is imperative to consider dependability in the system level design process directly. This naturally leads to a multi-objective optimization problem, as cost and time have to be considered too. The paper proposes a genetic algorithm to solve this multi-objective optimization problem and to determine a set of Pareto optimal design alternatives in a single optimization run. Based on these alternatives, the designer can choose his best solution, finding the desired tradeoff between cost, schedulability, and dependability.
Keywords :
Pareto optimisation; design engineering; embedded systems; genetic algorithms; reliability; Pareto optimal design; dependability-driven system-level design approach; dependable systems; embedded systems design; genetic algorithm; multi-objective optimization problem; optimization criterion; safety-critical systems; Algorithm design and analysis; Computer science; Cost function; Design optimization; Dynamic scheduling; Embedded system; Genetic algorithms; Pareto optimization; Processor scheduling; System-level design;
Conference_Titel :
Design, Automation and Test in Europe, 2005. Proceedings
Print_ISBN :
0-7695-2288-2
DOI :
10.1109/DATE.2005.10