DocumentCode :
566538
Title :
Load balancing strategy of cloud computing based on artificial bee algorithm
Author :
Yao, Jing ; He, Ju-hou
Author_Institution :
Dept. of Comput. Sci., Shaanxi Normal Univ., Xi´´an, China
Volume :
1
fYear :
2012
fDate :
24-26 April 2012
Firstpage :
185
Lastpage :
189
Abstract :
It is indispensable to cloud computing that implements resource access by load balancing. According to the characteristics and requirements of cloud computing environments, an artificial bee colony algorithm (ABC) has been presented in this paper. Hundreds of thousand of simultaneous requests with the same type queued in the same server for the original ABC algorithm. Consequently, the local resource-intensive phenomenon arised and deteriorated load balancing. Due to the failure of this mechanism for the above case, an improved ABC is proposed. By replacing other types of requests with the next served request, the type of request is changed. It ended the accumulation of request and improved the system throughput. Experimental results show that ABC algorithm-based load balancing mechanism is applause for its stability and the improved ABC does well in the scalability.
Keywords :
cloud computing; optimisation; resource allocation; ABC algorithm; artificial bee colony algorithm; cloud computing; load balancing strategy; next served request; resource access; resource-intensive phenomenon; Lead; Artificial Bee Colony algorithm (ABC); Cloud computing; load balance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing Technology and Information Management (ICCM), 2012 8th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-0893-9
Type :
conf
Filename :
6268493
Link To Document :
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