Title :
A Simulated Annealing Approach for Maximizing the Accrued Utility of an Isochronal Soft Real-Time System
Author :
Kazem, Ali Asghar Pourhaji ; Dadashkhani, Neda ; Kargahi, Mehdi ; Aghdam, Hamed Habibi
Author_Institution :
Dept. of Eng., Islamic Azad Univ., Tabriz, Iran
Abstract :
Many real-time systems are in fact isochronal, where both early and late responses are harmful to the system or lead to lower quality of service. Task scheduling problems in real-time systems proved that are NP-hard problems. Therefore, heuristic search strategies can be applied to these problems. In this paper, a simulated annealing algorithm is proposed for static task scheduling in non-overloaded isochronal soft real-time systems. The main objective of proposed algorithm is maximizing the total accumulated utility of jobs. Experimental results indicate that simulated annealing approach is suitable than genetic algorithm for static task scheduling in isochronal soft real-time systems.
Keywords :
computational complexity; processor scheduling; real-time systems; search problems; simulated annealing; NP-hard problems; genetic algorithm; heuristic search strategies; multiprocessor scheduling; nonoverloaded isochronal soft real-time systems; quality of service; simulated annealing approach; static task scheduling; Computational modeling; Computer science; Computer simulation; Iterative algorithms; NP-hard problem; Processor scheduling; Quality of service; Real time systems; Simulated annealing; Time factors; Isochronal; Real-time Systems; Simulated Annealing; Static Scheduling; TUF;
Conference_Titel :
Environmental and Computer Science, 2009. ICECS '09. Second International Conference on
Conference_Location :
Dubai
Print_ISBN :
978-0-7695-3937-9
Electronic_ISBN :
978-1-4244-5591-1
DOI :
10.1109/ICECS.2009.79