Title :
A load balancing algorithm for homogeneous multiprocessor system
Author :
Tang, Xin-liang ; Liu, Peng ; Wang, Zhen-zhou ; Liu, Bin
Author_Institution :
Inst. of Technol., Hebei Univ. of Technol., Tianjin, China
Abstract :
A distributed controlled and sender initiated dynamic balancing algorithm is proposed, aimed at solving load imbalance problem in homogeneous multi-processor system. The proposed algorithm makes use of the CPU run queue length to appraise processor load state, the process runtime to select the load which is suitable to be migrated, the relatively self-contained message mechanism to diffuse processor load state and load balancing requirement, it is adaptive to compute-intensive task. Experimental results prove the effectiveness of the proposed algorithm.
Keywords :
multiprocessing systems; resource allocation; CPU run queue length; homogeneous multiprocessor system; load balancing algorithm; load imbalance problem; self contained message mechanism; sender initiated dynamic balancing algorithm; Algorithm design and analysis; Cybernetics; Heuristic algorithms; Load management; Machine learning; Machine learning algorithms; Multiprocessing systems; Dynamic load balancing; Homogeneity; Load appraisement; Message; Multiprocessor system;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580905