Title :
Intelligent fuzzy based biasing load balancing algorithm in distributed systems
Author :
Barazandeh, Iman ; Mortazavi, Seyed Saeedolah ; Rahmani, Amir Masoud
Author_Institution :
Dept. of Comput. Eng., IAU, Mahshahr, Iran
Abstract :
This paper proposes an intelligent load balancing algorithm that uses fuzzy logic control to consider inherent global system uncertainty of distributed systems. The algorithm is based on hierarchical structure. It use current load and last completed task waiting time on nodes as inputs of fuzzy controller and infer specific weights call bias as output. The loads get transmitted to groups and nodes based on their biases. Simulation results show that the proposed algorithm conform better performance compared to conventional algorithms.
Keywords :
distributed control; fuzzy control; resource allocation; distributed systems; fuzzy logic control; hierarchical structure; inherent global system uncertainty; intelligent fuzzy based biasing load balancing algorithm; Artificial intelligence; Communication system control; Control systems; Distributed computing; Fuzzy control; Fuzzy logic; Fuzzy systems; Load management; Round robin; Uncertainty; Biasing; Distributed Systems; Fuzzy Logic Controller; Load Balancing;
Conference_Titel :
Communications (MICC), 2009 IEEE 9th Malaysia International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-5531-7
DOI :
10.1109/MICC.2009.5431403