Fog-based smart homes: A systematic review

被引:64
作者
Rahimi, Morteza [1 ]
Songhorabadi, Maryam [2 ]
Kashani, Mostafa Haghi [1 ]
机构
[1] Islamic Azad Univ, Dept Comp Engn, Shahr E Qods Branch, Tehran, Iran
[2] Islamic Azad Univ, Dept Comp Engn, South Tehran Branch, Tehran, Iran
关键词
Fog computing; Smart homes; Smart buildings; Systematic review; Internet of things (IoT); ENERGY MANAGEMENT; SECURITY; CHALLENGES; INTERNET; IOT; THINGS; BUILDINGS; PRIVACY; TRENDS; ISSUES;
D O I
10.1016/j.jnca.2020.102531
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Smart homes are equipped residences for clients aiming at supplying suitable services via intelligent technologies. Through smart homes, household appliances as the Internet of Things (IoT) devices can easily be handled and monitored from a far distance by remote controls. With the day-to-day popularity of smart homes, it is anticipated that the number of connections rises faster. With this remarkable rise in connections, some issues such as substantial data volumes, security weaknesses, and response time disorders are predicted. In order to solve these obstacles and suggest an auspicious solution, fog computing as an eminently distributed architecture has been proposed to administer the massive, security-crucial, and delay-sensitive data, which are produced by communications of the IoT devices in smart homes. Indeed, fog computing bridges space between various IoT appliances and doud-side servers and brings the supply side (cloud layer) to the demand side (user device layer). By utilizing fog computing architecture in smart homes, the issues of traditional architectures can be solved. This paper proposes a Systematic Literature Review (SLR) method for fog-based smart homes (published between 2014 and May 2019). A practical taxonomy based on the contents of the present research studies is represented as resource-management-based and service-management-based approaches. This paper also demonstrates an abreast comparison of the aforementioned solutions and assesses them under the same evaluation factors. Applied tools, evaluation types, algorithm types, and the pros and cons of each reviewed paper are observed as well. Furthermore, future directions and open challenges are discussed.
引用
收藏
页数:20
相关论文
共 128 条
[81]  
Long W, 2016, Adv Inform Managemen, P1266, DOI 10.1109/IMCEC.2016.7867415
[82]   A systematic review of the smart home literature: A user perspective [J].
Marikyan, Davit ;
Papagiannidis, Savvas ;
Alamanos, Eleftherios .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2019, 138 :139-154
[83]   Do we all really know what a fog node is? Current trends towards an open definition [J].
Marin-Tordera, Eva ;
Masip-Bruin, Xavi ;
Garcia-Alminana, Jordi ;
Jukan, Admela ;
Ren, Guang-Jie ;
Zhu, Jiafeng .
COMPUTER COMMUNICATIONS, 2017, 109 :117-130
[84]  
Mohamed N, 2018, INT WIREL COMMUN, P1243, DOI 10.1109/IWCMC.2018.8450469
[85]   Survey of Fog Computing: Fundamental, Network Applications, and Research Challenges [J].
Mukherjee, Mithun ;
Shu, Lei ;
Wang, Di .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (03) :1826-1857
[86]   Security and Privacy in Fog Computing: Challenges [J].
Mukherjee, Mithun ;
Matam, Rakesh ;
Shu, Lei ;
Maglaras, Leandros ;
Ferrag, Mohamed Amine ;
Choudhury, Nikumani ;
Kumar, Vikas .
IEEE ACCESS, 2017, 5 :19293-19304
[87]  
Myrizakis George, 2020, Advanced Information Networking and Applications. Proceedings of the 33rd International Conference on Advanced Information Networking and Applications (AINA-2019). Advances in Intelligent Systems and Computing (AISC 926), P1181, DOI 10.1007/978-3-030-15032-7_99
[88]   Securing Fog Computing for Internet of Things Applications: Challenges and Solutions [J].
Ni, Jianbing ;
Zhang, Kuan ;
Lin, Xiaodong ;
Shen, Xuemin .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (01) :601-628
[89]  
Nikravan M, 2007, 21ST EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2007, P645
[90]  
Nikravan M., 2011, Int. J. Adv. Eng. Sci. Technol., V8, P121