A workflow scheduling method for cloudlet management in mobile cloud

Jie Zhang, Lianyong Qi, Yuan Yuan, Xiaolong Xu, Wanchun Dou

科研成果: 书/报告/会议事项章节会议稿件同行评审

5 引用 (Scopus)

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.

源语言英语
主期刊名Proceedings - 2018 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovations, SmartWorld/UIC/ATC/ScalCom/CBDCom/IoP/SCI 2018
编辑Frederic Loulergue, Guojun Wang, Md Zakirul Alam Bhuiyan, Xiaoxing Ma, Peng Li, Manuel Roveri, Qi Han, Lei Chen
出版商Institute of Electrical and Electronics Engineers Inc.
932-937
页数6
ISBN(电子版)9781538693803
DOI
出版状态已出版 - 4 12月 2018
已对外发布
活动4th IEEE SmartWorld, 15th IEEE International Conference on Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovations, SmartWorld/UIC/ATC/ScalCom/CBDCom/IoP/SCI 2018 - Guangzhou, 中国
期限: 7 10月 201811 10月 2018

出版系列

姓名Proceedings - 2018 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovations, SmartWorld/UIC/ATC/ScalCom/CBDCom/IoP/SCI 2018

会议

会议4th IEEE SmartWorld, 15th IEEE International Conference on Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovations, SmartWorld/UIC/ATC/ScalCom/CBDCom/IoP/SCI 2018
国家/地区中国
Guangzhou
时期7/10/1811/10/18

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