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Adaptive Resource Allocation Optimization in Heterogeneous Mobile Cloud Systems

  • Longbin Chen
  • , Yucong Duan
  • , Meikang Qiu*
  • , Jian Xiong
  • , Keke Gai
  • *此作品的通讯作者
  • Pace University
  • Hainan University
  • Shanghai Jiao Tong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Recent growth of cloud computing has driven the development of Heterogeneous Cloud Federation (HCF) that has been considered an approach of improving the diversity of cloud systems by enable cloud users to select resources provided by different service providers. Using this mechanism can divide a complicate task into a group of sub-tasks in order to increase the efficiency of application executions, which can support simultaneously executing different cloud systems. One of the resource allocation mechanisms is to schedule tasks among cloud providers. However, current challenge of implementing this mechanism is to generate an efficient task scheduling. We consider mobile cloud computing an adaptive approach for increasing the utilizations of mobile devices. Addressing this dimension, we propose our solution named Mobile Cloud-based Heterogeneous Resource Allocation Model (MC-HRAM), which is designed to minimize the execution time. The main algorithm used in the proposed model is Dynamic Heterogeneous Task Assignments Algorithm (DHTA). Our experimental evaluation has proved that our proposed schema has an advantage of saving execution time.

源语言英语
主期刊名Proceedings - 2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015 - IEEE International Symposium of Smart Cloud, IEEE SSC 2015
编辑Tao Zhang, Sajal K. Das, Tao Zhang, Meikang Qiu
出版商Institute of Electrical and Electronics Engineers Inc.
19-24
页数6
ISBN(电子版)9781467392990
DOI
出版状态已出版 - 4 1月 2016
已对外发布
活动2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015 - New York, 美国
期限: 3 11月 20155 11月 2015

出版系列

姓名Proceedings - 2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015 - IEEE International Symposium of Smart Cloud, IEEE SSC 2015

会议

会议2nd IEEE International Conference on Cyber Security and Cloud Computing, CSCloud 2015
国家/地区美国
New York
时期3/11/155/11/15

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