Cloud Computing Virtual Resource Scheduling Based on NSGA- Ⅱ Multi Object Clustering
SHI Hui
LI Junjie
XIE Zhiming
CHEN En
Abstract：How to take effective algorithms in the massive data ,distributed and complex changes in the resource pool to organize ,dispatch and manage resource effectively is one of the key technologies of cloud computing .Commonly used com‐puter virtual resource calling algorithms often have complex modeling ,and mathematical equations describing is difficult ,so‐lution method is complex .In this paper ,the problem of virtual resource scheduling in cloud computing is studied ,and a multi objective scheduling model is constructed based on the load balancing ,task completion time and cost .NSGA Ⅱ is applied to solution in this algorithm ,K means clustering (KMC) is introduced to speed up the clustering process of the external popula‐tion .The results prove the effectiveness and feasibility of the virtual resource scheduling in cloud computing based on multi‐objective evolutionary algorithm .
Keywords：cloud computingvirtual resource schedulingdistributedmulti objective evolutionary algorithmclustering
Publication Date：2016-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：6( 1681-1686 )