EDGE AND FOG COMPUTING IN HEALTHCARE - A REVIEW

被引:28
|
作者
Dash, Sujata [1 ]
Biswas, Sitanath [1 ]
Banerjee, Debajit [2 ]
Atta-Ur-Rahman [3 ]
机构
[1] North Orissa Univ, Baripada, India
[2] KIIT Univ, Bhubaneswar, Orissa, India
[3] Imam Abdulrahman Bin Faisal Univ, Dammam, Saudi Arabia
来源
关键词
Fog computing; edge computing; healthcare system; COMPRESSION; WAVELET;
D O I
10.12694/scpe.v20i2.1504
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The architectural framework of Fog and edge computing reveals that the network components which lie between the cloud and devices computes application oriented operations. In this paper, an in-depth review of fog and mist computing in the area of health care informatics is analyzed, classified, and discussed various applications cited in the literature. For that purpose, applications are classified into different categories and a list of application-oriented tasks that can be handled by fog and edge computing are enlisted. It is further added that on which layer of the network system such fog and edge computing tasks can be computed and trade-offs with respect to requirements relevant to healthcare are provided. The review undertaken in this paper focuses on three important areas: firstly, the enormous amount of computing tasks of healthcare system can take mileage of these two computing principles; secondly, the limitation of wireless devices can be overcome by having higher network tiers which can execute tasks and aggregate the data; and thirdly, privacy concerns and dependability prevent computation tasks to completely move to the cloud. Another area which has been considered in the study is how Edge and Fog computing can make the security algorithms more efficient. The findings of the study provide evidence of the need for a logical and consistent approach towards fog and mist computing in healthcare system.
引用
收藏
页码:191 / 205
页数:15
相关论文
共 50 条
  • [1] Fog Computing in Healthcare: A Review
    da Silva, Cicero Alves
    de Aquino Junior, Gibeon Soares
    2018 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC), 2018, : 1131 - 1136
  • [2] Fog Computing in Healthcare: Systematic Review
    Navakauskas, Dalius
    Kazlauskas, Mantas
    INFORMATICA, 2023, 34 (03) : 577 - 602
  • [3] Fog Computing in Healthcare-A Review and Discussion
    Kraemer, Frank Alexander
    Braten, Anders Eivind
    Tamkittikhun, Nattachart
    Palma, David
    IEEE ACCESS, 2017, 5 : 9206 - 9222
  • [4] The Healthcare IoT Ecosystem Advantages of Fog Computing Near the Edge
    Thurston, Karen Hammer
    de Leon, Daniel Conte
    2018 IEEE/ACM INTERNATIONAL CONFERECE ON CONNECTED HEALTH: APPLICATIONS, SYSTEMS AND ENGINEERING TECHNOLOGIES (CHASE), 2018, : 51 - 56
  • [5] oHealth: Opportunistic Healthcare in Public Transit through Fog and Edge Computing
    Aazam, Mohammad
    Fernando, Xavier
    4TH IEEE INTERNATIONAL CONFERENCE ON SMART CLOUD (SMARTCLOUD 2019) / 3RD INTERNATIONAL SYMPOSIUM ON REINFORCEMENT LEARNING (ISRL 2019), 2019, : 59 - 64
  • [6] Robotic SLAM - a Review from Fog Computing and Mobile Edge Computing Perspective
    Dey, Swarnava
    Mukherjee, Arijit
    ADJUNCT PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON MOBILE AND UBIQUITOUS SYSTEMS: COMPUTING NETWORKING AND SERVICES (MOBIQUITOUS 2016), 2016, : 153 - 158
  • [7] Applications of Fog Computing in Healthcare
    Jeyaraman, Naveen
    Jeyaraman, Madhan
    Yadav, Sankalp
    Ramasubramanian, Swaminathan
    Balaji, Sangeetha
    Muthu, Sathish
    Lekha, Chithra
    Patro, Bishnu P.
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2024, 16 (07)
  • [8] Resource provisioning in edge/fog computing: A Comprehensive and Systematic Review
    Shakarami, Ali
    Shakarami, Hamid
    Ghobaei-Arani, Mostafa
    Nikougoftar, Elaheh
    Faraji-Mehmandar, Mohammad
    JOURNAL OF SYSTEMS ARCHITECTURE, 2022, 122
  • [9] A Critical Review of Edge and Fog Computing for Smart Grid Applications
    Gilbert, Gilbert M.
    Naiman, Shililiandumi
    Kimaro, Honest
    Bagile, Burchard
    INFORMATION AND COMMUNICATION TECHNOLOGIES FOR DEVELOPMENT: STRENGTHENING SOUTHERN-DRIVEN COOPERATION AS A CATALYST FOR ICT4D, PT I, 2019, 551 : 763 - 775
  • [10] The Fog Computing Service for Healthcare
    Shi, YingJuan
    Ding, GeJian
    Wang, Hui
    Roman, H. Eduardo
    Lu, Si
    2015 2ND INTERNATIONAL SYMPOSIUM ON FUTURE INFORMATION AND COMMUNICATION TECHNOLOGIES FOR UBIQUITOUS HEALTHCARE (UBI-HEALTH TECH), 2015,