Title :
Research on Load Balancing for Multidimensional Network Services Based on Particle Swarm Optimization Algorithm
Author :
Yongyi, Zhao ; Shengxian, Xia
Author_Institution :
Coll. of Software, Shenyang Normal Univ., Shenyang, China
Abstract :
Multidimensional Services meet the needs of user´s differences, while increase the complexity of service composition. Because of the problem of multidimensional services load balancing on the network, a mathematical model is established, which is based on a particle swarm optimization. And a algorithm is proposed in this paper, in which particle swarm optimization algorithm is applied to the network load balancing (PSOB). Based on loading conditions, the PSOB algorithm balances the load of network communication flows by adaptively adjusting services load on the network nodes. Compared to previous researches, PSOB not only is able to adjust load on the network overall to the balanced state in real time, but also prevails the whole effect and efficiency in the process of balancing. Through theoretical analysis, the scheme of PSOB application is illuminated and experimental results illustrate PSOB´s better balanced effect.
Keywords :
Web services; mathematical analysis; particle swarm optimisation; resource allocation; PSOB algorithm; loading conditions; mathematical model; multidimensional services load balancing; particle swarm optimization algorithm; PSOB; load balancing; multidimensional services; particle swarm optimization;
Conference_Titel :
Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
Conference_Location :
Shenyang
Print_ISBN :
978-1-4244-8548-2
Electronic_ISBN :
978-0-7695-4249-2
DOI :
10.1109/ICINIS.2010.112