Title :
An Application of Artificial Immune Algorithm for Load Balancing in VOD Cluster
Author :
Jiang, Xinhua ; Zhang, Lina
Author_Institution :
Coll. of Comput. & Inf. Eng., Inner Mongolia Agric. Univ., Hohhot, China
Abstract :
In view of the mechanism of artificial immune system has features of biomimetic adaptive, distributed, dynamic balance, and artificial immune system has the abilities of strong learning, memory, identification, extraction of the characteristics and so on, established an artificial immune algorithm for load balancing in VOD cluster. The testing results, compared with weighted round robin algorithm and weighted least connections algorithm, indicate that this algorithm reduces processor average time to complete the task, and increase the number of throughput and connectivity, and improve the handling capacity of the VOD server at no additional server or improving server configuration.
Keywords :
artificial immune systems; resource allocation; video on demand; VOD cluster; artificial immune algorithm; load balancing; video on demand; Agricultural engineering; Bandwidth; Clustering algorithms; Educational institutions; Immune system; Load management; Network servers; Round robin; Throughput; Web server; Artificial Immune; Load Balancing; VOD Cluster;
Conference_Titel :
Business Intelligence and Financial Engineering, 2009. BIFE '09. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3705-4
DOI :
10.1109/BIFE.2009.37