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发表状态已发表Published
题名Fog-based computing and storage offloading for data synchronization in IoT
作者
发表日期2019
发表期刊IEEE Internet of Things Journal
ISSN/eISSN2327-4662
卷号6期号:3页码:4272-4282
摘要

With the development of Internet of Things (IoT) technologies, increasingly many devices are connected, and large amounts of data are produced. By offloading the computing-intensive tasks to the edge devices, cloud-based storage technology has become the mainstream. However, if the end IoT devices send all of their data to the cloud, then data privacy becomes a great issue. In this paper, we propose a new architecture for data synchronization based on fog computing. By offloading part of computing and storage work to the fog servers, the data privacy can be guaranteed. Moreover, to decrease the communication cost and reduce the latency, we design a differential synchronization algorithm. Furthermore, we extend the method by introducing Reed-Solomon code for security consideration. We prove that our architecture and algorithm really have better performance than traditional cloud-based solutions in terms of both efficiency and security through a series of experiments. © 2014 IEEE.

关键词Cloud computing Cloud storage Computing offloading Differential synchronization Fog computing
DOI10.1109/JIOT.2018.2875915
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收录类别SCIE
语种英语English
WOS研究方向Computer Science ; Engineering ; Telecommunications
WOS类目Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS记录号WOS:000472596200023
引用统计
被引频次:145[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符https://repository.uic.edu.cn/handle/39GCC9TT/1858
专题个人在本单位外知识产出
作者单位
1.College of Computer Science and Technology, Huaqiao University, Xiamen, 361021, China
2.School of Information Science and Engineering, Central South University, Changsha, 410083, China
3.Department of Computer and Information Sciences, Fordham University, New York, 10458, NY, United States
4.School of Computer Science and Educational Software, Guangzhou University, Guangzhou, 510006, China
5.Data Science Center, University of Macau, Macao, China
推荐引用方式
GB/T 7714
Wang, Tian,Zhou, Jiyuan,Liu, Anfenget al. Fog-based computing and storage offloading for data synchronization in IoT[J]. IEEE Internet of Things Journal, 2019, 6(3): 4272-4282.
APA Wang, Tian, Zhou, Jiyuan, Liu, Anfeng, Bhuiyan, Md Zakirul Alam, Wang, Guojun, & Jia, Weijia. (2019). Fog-based computing and storage offloading for data synchronization in IoT. IEEE Internet of Things Journal, 6(3), 4272-4282.
MLA Wang, Tian,et al."Fog-based computing and storage offloading for data synchronization in IoT". IEEE Internet of Things Journal 6.3(2019): 4272-4282.
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