An energy efficient fog-cloud based architecture for healthcare

被引:30
|
作者
Gupta, Vivek [1 ]
Gill, Harpreet Singh [2 ]
Singh, Prabhdeep [3 ]
Kaur, Rajbir [4 ]
机构
[1] Surendera Grp Inst, Dept Comp Sci & Engn, Sri Ganganagar 335001, Rajasthan, India
[2] Swami Keshwanand Inst Technol, Dept Comp Sci & Engn, Jaipur 302017, Rajasthan, India
[3] Punjabi Univ, Dept Comp Engn, Patiala 147001, Punjab, India
[4] Punjabi Univ, Dept Elect & Commun Engn, Patiala 147001, Punjab, India
来源
JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS | 2018年 / 21卷 / 04期
关键词
Healthcare; Fog Computing; Cloud Computing; Internet of Things; Delay; Energy Consumption; Latency;
D O I
10.1080/09720510.2018.1466961
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Healthcare plays an important role in the growth of the country. Today, it is necessary to look after the healthcare sector. There are various technologies like Cloud Computing, Internet of Things, Big Data Analytics, which are working, in the healthcare sector to improve it. Some countries already adopt the cloud-based technologies to improve the healthcare system. The main problem with this cloud-based system is the high delay while store and processing the data. Due to high delay, the patients with the critical condition do not get the response or treatment timely. This may affect the patient will move to the dead state or the doctor will not able to take the right decision. To reduce the delay and response time nobody has proposed the Architecture. Due to heavy workload on cloud data centres, the energy consumption will also be increased. To overcome all these problems an architecture is necessary. In this paper, we are proposing an architecture named as Fog-Cloud based architecture. This architecture will reduce the delay, energy consumption, and the latency. To testbed, we execute one topology or scenario multiple times. The collected results show that our proposal is reducing the delay, energy consumption, and the latency in comparison to cloud only.
引用
收藏
页码:529 / 537
页数:9
相关论文
共 50 条
  • [1] A Secure Fog-Cloud Based Architecture for MIoT
    Almehmadi, Tahani
    Alshehri, Suhair
    Tahir, Sabeen
    2019 2ND INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS & INFORMATION SECURITY (ICCAIS), 2019,
  • [2] Exploring Temporal Analytics in Fog-Cloud Architecture for Smart Office HealthCare
    Munish Bhatia
    Sandeep K. Sood
    Mobile Networks and Applications, 2019, 24 : 1392 - 1410
  • [3] Exploring Temporal Analytics in Fog-Cloud Architecture for Smart Office HealthCare
    Bhatia, Munish
    Sood, Sandeep K.
    MOBILE NETWORKS & APPLICATIONS, 2019, 24 (04): : 1392 - 1410
  • [4] Fog-cloud architecture-driven Internet of Medical Things framework for healthcare monitoring
    Emre Yıldırım
    Murtaza Cicioğlu
    Ali Çalhan
    Medical & Biological Engineering & Computing, 2023, 61 : 1133 - 1147
  • [5] Energy efficient offloading strategy in fog-cloud environment for IoT applications
    Adhikari, Mainak
    Gianey, Hemant
    INTERNET OF THINGS, 2019, 6
  • [6] Fog-cloud architecture-driven Internet of Medical Things framework for healthcare monitoring
    Yildirim, Emre
    Cicioglu, Murtaza
    Calhan, Ali
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2023, 61 (05) : 1133 - 1147
  • [7] Towards providing a priority-based vital sign offloading in healthcare with serverless computing and a fog-cloud architecture
    Cassel, Gustavo Andre Setti
    Righi, Rodrigo da Rosa
    da Costa, Cristiano Andre
    Bez, Marta Rosecler
    Pasin, Marcelo
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2024, 157 : 51 - 66
  • [8] Fog-cloud assisted framework for Heterogeneous Internet of Healthcare Things
    Chudhary, Rashmi
    Sharma, Shivani
    12TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT) / THE 4TH INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40) / AFFILIATED WORKSHOPS, 2021, 184 : 194 - 201
  • [9] Deep Reinforced Energy Efficient Traffic Grooming in Fog-Cloud Elastic Optical Networks
    Zhu, Ruijie
    Li, Shihua
    Wang, Peisen
    Li, Lulu
    Samuel, Aretor
    Zhao, Yongli
    2020 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC), 2020,
  • [10] Energy Efficient Distributed Learning in Integrated Fog-Cloud Computing Enabled IoT Networks
    Al-Abiad, Mohammed S.
    Hassan, Md Zoheb
    Hossain, Md Jahangir
    2022 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2022, : 872 - 877