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 50 条
  • [1] Energy management of smart homes over fog-based IoT architecture
    Umair, Muhammad
    Cheema, Muhammad Aamir
    Afzal, Bilal
    Shah, Ghalib
    SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2023, 39
  • [2] Fog-based healthcare systems: A systematic review
    Zahra Ahmadi
    Mostafa Haghi Kashani
    Mohammad Nikravan
    Ebrahim Mahdipour
    Multimedia Tools and Applications, 2021, 80 : 36361 - 36400
  • [3] Fog-based healthcare systems: A systematic review
    Ahmadi, Zahra
    Haghi Kashani, Mostafa
    Nikravan, Mohammad
    Mahdipour, Ebrahim
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (30) : 36361 - 36400
  • [4] A Fog-based IoT Platform for Smart Buildings
    Alsuhli, Ghada
    Khattab, Ahmed
    PROCEEDINGS OF 2019 INTERNATIONAL CONFERENCE ON INNOVATIVE TRENDS IN COMPUTER ENGINEERING (ITCE 2019), 2019, : 174 - 179
  • [5] A Fog-Based Emergency System for Smart Enhanced Living Environments
    Nikoloudakis, Yannis
    Panagiotakis, Spyridon
    Markakis, Evangelos
    Pallis, Evangelos
    Mastorakis, George
    Mavromoustakis, Constantinos X.
    Dobre, Ciprian
    IEEE CLOUD COMPUTING, 2016, 3 (06): : 54 - 62
  • [6] Smart Fog-Based Video Surveillance with Privacy Preservation based on Blockchain
    Mayank Dave
    Vishal Rastogi
    Mehak Miglani
    Parveen Saharan
    Nitin Goyal
    Wireless Personal Communications, 2022, 124 : 1677 - 1694
  • [7] Smart Fog-Based Video Surveillance with Privacy Preservation based on Blockchain
    Dave, Mayank
    Rastogi, Vishal
    Miglani, Mehak
    Saharan, Parveen
    Goyal, Nitin
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 124 (02) : 1677 - 1694
  • [8] A fog-based collaborative intrusion detection framework for smart grid
    Li, Wenjuan
    Au, Man Ho
    Wang, Yu
    INTERNATIONAL JOURNAL OF NETWORK MANAGEMENT, 2021, 31 (02)
  • [9] A fog-based hybrid intelligent system for energy saving in smart buildings
    De Paola, Alessandra
    Ferraro, Pierluca
    Lo Re, Giuseppe
    Morana, Marco
    Ortolani, Marco
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 11 (07) : 2793 - 2807
  • [10] Fog-Based Crime-Assistance in Smart IoT Transportation System
    Neto, Augusto J. V.
    Zhao, Zhongliang
    Rodrigues, Joel J. P. C.
    Camboim, Hugo Barros
    Braun, Torsten
    IEEE ACCESS, 2018, 6 : 11101 - 11111