Smart healthcare IoT applications based on fog computing: architecture, applications and challenges

被引:57
|
作者
Vu Khanh Quy [1 ]
Nguyen Van Hau [1 ]
Dang Van Anh [1 ]
Le Anh Ngoc [2 ]
机构
[1] Hung Yen Univ Technol & Educ, Khoai Chau, Hungyen, Vietnam
[2] FPT Univ, Swinburne Vietnam, Hanoi, Vietnam
关键词
Fog computing; Cloud computing; Internet of Things; Healthcare; AUTHENTICATION SCHEME; COMPREHENSIVE SURVEY; BIG DATA; CLOUD; INTERNET; PRIVACY; DESIGN; THINGS; EDGE; MANAGEMENT;
D O I
10.1007/s40747-021-00582-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The history of human development has proven that medical and healthcare applications for humanity always are the main driving force behind the development of science and technology. The advent of Cloud technology for the first time allows providing systems infrastructure as a service, platform as a service and software as a service. Cloud technology has dominated healthcare information systems for decades now. However, one limitation of cloud-based applications is the high service response time. In some emergency scenarios, the control and monitoring of patient status, decision-making with related resources are limited such as hospital, ambulance, doctor, medical conditions in seconds and has a direct impact on the life of patients. To solve these challenges, optimal computing technologies have been proposed such as cloud computing, edge computing, and fog computing technologies. In this article, we make a comparison between computing technologies. Then, we present a common architectural framework based on fog computing for Internet of Health Things (Fog-IoHT) applications. Besides, we also indicate possible applications and challenges in integrating fog computing into IoT Healthcare applications. The analysis results indicated that there is huge potential for IoHT applications based on fog computing. We hope, this study will be an important guide for the future development of fog-based Healthcare IoT applications.
引用
收藏
页码:3805 / 3815
页数:11
相关论文
共 50 条
  • [41] Optimal Resource Allocation in Fog Computing for Healthcare Applications
    Khan, Salman
    Shah, Ibrar Ali
    Tairan, Nasser
    Shah, Habib
    Nadeem, Muhammad Faisal
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 71 (03): : 6147 - 6163
  • [42] Simulating Smart Campus Applications in Edge and Fog Computing
    Contini, Denis
    Souza de Castro, Lucas Fernando
    Madeira, Edmundo
    Rigo, Sandro
    Bittencourt, Luiz Fernando
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON SMART COMPUTING (SMARTCOMP), 2020, : 326 - 331
  • [43] Fog Computing Applications in Smart Cities: A Systematic Survey
    Ghazaleh Javadzadeh
    Amir Masoud Rahmani
    [J]. Wireless Networks, 2020, 26 : 1433 - 1457
  • [44] Fog computing and its role in development of Smart applications
    Kaur, Mandeep
    Aron, Rajni
    [J]. 2018 IEEE INT CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, UBIQUITOUS COMPUTING & COMMUNICATIONS, BIG DATA & CLOUD COMPUTING, SOCIAL COMPUTING & NETWORKING, SUSTAINABLE COMPUTING & COMMUNICATIONS, 2018, : 1120 - 1127
  • [45] Fog Computing Platforms for Smart City Applications: A Survey
    Da Silva, Thiago Pereira
    Batista, Thais
    Lopes, Frederico
    Neto, Aluizio Rocha
    Delicato, Flavia C.
    Pires, Paulo F.
    Da Rocha, Atslands R.
    [J]. ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2022, 22 (04)
  • [46] Fog Computing Applications in Smart Cities: A Systematic Survey
    Javadzadeh, Ghazaleh
    Rahmani, Amir Masoud
    [J]. WIRELESS NETWORKS, 2020, 26 (02) : 1433 - 1457
  • [47] Advancements in heuristic task scheduling for IoT applications in fog-cloud computing: challenges and prospects
    Alsadie, Deafallah
    [J]. PEERJ COMPUTER SCIENCE, 2024, 10
  • [48] Big Data Analytics with Fog Computing in integrated Cloud Fog and IoT Architecture for Smart Devices
    Ahmad, Sultan
    Afzal, Mohammad Mazhar
    ALharbi, Abdullah
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2020, 20 (06): : 171 - 177
  • [49] IoT applications and challenges in smart cities and services
    Rafiq, Iqra
    Mahmood, Anzar
    Razzaq, Sohail
    Jafri, S. Hassan M.
    Aziz, Imran
    [J]. JOURNAL OF ENGINEERING-JOE, 2023, 2023 (04):
  • [50] Fog Computing: Overview, Architecture, Security Issues and Applications
    Dasari, Kishore
    Rayaprolu, Mounika
    [J]. ICCCE 2018, 2019, 500 : 11 - 18