Title :
A Dynamic Stochastic Heuristical Algorithm for Flexible Workload Management *
Author :
Chen, Xudong ; Zhu, Qingxin ; Liao, Yong ; Kuang, Ping
Author_Institution :
Inst. of Comput. Sci. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
An increasing number of real-time applications, related to multimedia, adaptive control and videoconference, require greater flexible scheduling than classical real-time systems permit. This paper proposes a novel approach that generates dynamically the upper bounds and the lower bounds of tasks to manage overload in a real-time system. And then we design a very simple stochastic heuristical algorithm to maximize the weighted reward of task set, and analyze the performance of this algorithm. The proposed scheme provides a very simple and efficient mechanism to handle overload in linear time complexity in the presence of rate constraints
Keywords :
computational complexity; processor scheduling; real-time systems; resource allocation; stochastic processes; dynamic stochastic heuristical algorithm; flexible scheduling; flexible workload management; linear time complexity; real-time system; Adaptive control; Algorithm design and analysis; Dynamic scheduling; Heuristic algorithms; Kernel; Multimedia systems; Real time systems; Scheduling algorithm; Stochastic processes; Videoconference;
Conference_Titel :
Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
Conference_Location :
Hanzhou, Zhejiang
Print_ISBN :
0-7695-2581-4
DOI :
10.1109/IMSCCS.2006.149