Minimum Makespan Task Scheduling Algorithm in Cloud Computing

被引:4
|
作者
Sasikaladevi, N. [1 ]
机构
[1] SASTRA Univ, Sch Comp, Thanjavur, Tamil Nadu, India
关键词
Cloud computing; Virtualization; Task Scheduling; Multi objective optimization;
D O I
10.14257/ijgdc.2016.9.11.05
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Cloud computing provides powerful and on-demand business environment. It is built on top of virtualized data centers. Virtualization provides the flexible infrastructure for cloud. But, managing the resources and scheduling the tasks in virtualized data center is a challenging task. This paper proposes a minimum makespan task scheduling framework named MMSF and minimum makespan task scheduling algorithm named as MMA. This algorithm is developed with two objectives. First, minimizing the total makespan and maximizing the virtual machine utilization. The task scheduling problem is formulated as multi-objective optimization problem. It is solved by using optimization techniques. Experiments shows that MMA outperforms the traditional task scheduling algorithms based on total makespan and virtual machine utilization.
引用
收藏
页码:61 / 70
页数:10
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