Title :
The Research on Dynamic Load Balancing Algorithm for Heterogeneous Systems
Author :
Zhu, Peiyou ; Gao, Ji ; Chen, Rong ; Zhang, Fan ; Guo, Hang
Author_Institution :
Dept. of Comput. Sci. & Eng., Zhejiang Univ.
Abstract :
In order to implement and facilitate the dynamic load balancing of heterogeneous systems, we provided a new CAPA (cellular automata programming algorithm) based dynamic load balancing algorithm, which made full use of hydraulics method and the characteristic of parallel of CAPA. We also described the new algorithm in detail. In the presented experiments we illustrate that the new algorithm can not only quicken the load balancing, but also optimize the problem of system´s wobbling to some extent. In a word, the new algorithm is an efficient load balancing scheme for heterogeneous systems
Keywords :
algorithm theory; cellular automata; parallel algorithms; resource allocation; cellular automata programming; dynamic load balancing heterogeneous system; hydraulics method; Automatic programming; Computer science; Convergence; Dynamic programming; Electronic mail; Heuristic algorithms; Load management; Parallel processing; Parallel programming; Sun; Cellular Automata Programming Algorithm; convergence rate; dynamic load balancing; parallel computing;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1713213