A Workflow Scheduling Method for Cloudlet Management in Mobile Cloud

被引:3
|
作者
Zhang, Jie [1 ]
Qi, Lianyong [2 ]
Yuan, Yuan [3 ]
Xu, Xiaolong [1 ,4 ]
Dou, Wanchun [1 ]
机构
[1] Nanjing Univ, State Key Lab Novel Software Technol, Nanjing, Jiangsu, Peoples R China
[2] Qufu Normal Univ, Sch Informat Sci & Engn, Qufu, Peoples R China
[3] Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USA
[4] Nanjing Univ Informat Sci & Technol, Sch Comp & Software, Nanjing, Jiangsu, Peoples R China
基金
美国国家科学基金会;
关键词
cloudlet; mobile cloud; workflow scheduling; time cost; resource utilization;
D O I
10.1109/SmartWorld.2018.00167
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Cloudlet has emerged as a new paradigm to improve the ability to perform complex computations in mobile cloud computing. However, cloudlet suffers from the challenge of inefficient resource utilization as most of the times it operates below optimum resource utilization conditions. This results in waste of vital resources and increase in computation cost. So keeping in view this challenge, in this paper, a Workflow Scheduling Method (WSM) for cloudlet is proposed, which leverages Genetic Algorithm (GA) for efficient work flow tasks scheduling. Extensive experiments are performed to compare WSM with state of the art work flow task management method MCGA and Benchmark algorithm GA. Experimental evaluation shows that WSM outperforms both techniques and reduce the time cost of workflows and optimize the resource utilization of the cloudlet.
引用
收藏
页码:932 / 937
页数:6
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