Data Placement for Privacy-Aware Applications over Big Data in Hybrid Clouds
Joint Authors
Xu, Xiaolong
Dou, Wanchun
Zhao, Xuan
Ruan, Feng
Zhang, Jie
Tian, Wei
Liu, Alex X.
Source
Security and Communication Networks
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-11-08
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Information Technology and Computer Science
Abstract EN
Nowadays, a large number of groups choose to deploy their applications to cloud platforms, especially for the big data era.
Currently, the hybrid cloud is one of the most popular computing paradigms for holding the privacy-aware applications driven by the requirements of privacy protection and cost saving.
However, it is still a challenge to realize data placement considering both the energy consumption in private cloud and the cost for renting the public cloud services.
In view of this challenge, a cost and energy aware data placement method, named CEDP, for privacy-aware applications over big data in hybrid cloud is proposed.
Technically, formalized analysis of cost, access time, and energy consumption is conducted in the hybrid cloud environment.
Then a corresponding data placement method is designed to accomplish the cost saving for renting the public cloud services and energy savings for task execution within the private cloud platforms.
Experimental evaluations validate the efficiency and effectiveness of our proposed method.
American Psychological Association (APA)
Xu, Xiaolong& Zhao, Xuan& Ruan, Feng& Zhang, Jie& Tian, Wei& Dou, Wanchun…[et al.]. 2017. Data Placement for Privacy-Aware Applications over Big Data in Hybrid Clouds. Security and Communication Networks،Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1202810
Modern Language Association (MLA)
Xu, Xiaolong…[et al.]. Data Placement for Privacy-Aware Applications over Big Data in Hybrid Clouds. Security and Communication Networks No. 2017 (2017), pp.1-15.
https://search.emarefa.net/detail/BIM-1202810
American Medical Association (AMA)
Xu, Xiaolong& Zhao, Xuan& Ruan, Feng& Zhang, Jie& Tian, Wei& Dou, Wanchun…[et al.]. Data Placement for Privacy-Aware Applications over Big Data in Hybrid Clouds. Security and Communication Networks. 2017. Vol. 2017, no. 2017, pp.1-15.
https://search.emarefa.net/detail/BIM-1202810
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1202810