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Status已发表Published
TitleCoupling resource management based on fog computing in smart city systems
Creator
Date Issued2019
Source PublicationJournal of Network and Computer Applications
ISSN1084-8045
Volume135Pages:11-19
Abstract

The smart city is set to be the next important stage in human history. It consists of numerous Cyber-physical systems (CPS) that can be endowed with different levels of intelligence. However, the increasing use of the CPS and their application to key infrastructure components means that failures can result in disruption, damage and even loss of life. Avoiding these consequences is not a trivial problem and some researchers propose that cloud computing can provide the effective and sustainable services for smart city. With the integration of CPS and cloud computing, sensor-cloud system becomes popular in many fields where the physical nodes can be shared with multiple users, which can achieve high performance computing. However, when a physical sensor node receives multiple services commands simultaneously, there will be some service collisions, namely, coupling resource management problem. This coupling resource management problem leads to the failures of services. In order to solve the coupling resource management problem, we propose a fog computing model and extend the Hungarian algorithm to manage the coupling resource which can get smaller delay to realize effective and sustainable services. The fog computing layer acts as a buffer and controller between CPS layer and cloud layer which can handle malicious attacks to build highly sustainable systems. Experimental results and theoretical analysis show that our method can reduce the coupling computing and increase the resource utilization to make systems more effectively. © 2019 Elsevier Ltd

KeywordCloud computing Fog computing Sensor-cloud Smart city
DOI10.1016/j.jnca.2019.02.021
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Hardware & Architecture ; Computer Science, Interdisciplinary Applications ; Computer Science, Software Engineering
WOS IDWOS:000466258100002
Citation statistics
Cited Times:81[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/1857
CollectionResearch outside affiliated institution
Affiliation
1.College of Computer Science and Technology, Huaqiao University, Xiamen, China
2.State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau, China
3.Department of Computer Science and Technology, Guangzhou University, Guangzhou, China
4.School of Information Science and Engineering, Central South University, Hunan, China
5.School of Computer Science and Information Engineering, Zhejiang Gongshang University, Hangzhou, China
Recommended Citation
GB/T 7714
Wang, Tian,Liang, Yuzhu,Jia, Weijiaet al. Coupling resource management based on fog computing in smart city systems[J]. Journal of Network and Computer Applications, 2019, 135: 11-19.
APA Wang, Tian, Liang, Yuzhu, Jia, Weijia, Arif, Muhammad, Liu, Anfeng, & Xie, Mande. (2019). Coupling resource management based on fog computing in smart city systems. Journal of Network and Computer Applications, 135, 11-19.
MLA Wang, Tian,et al."Coupling resource management based on fog computing in smart city systems". Journal of Network and Computer Applications 135(2019): 11-19.
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