An energy efficient fog-cloud based architecture for healthcare

被引:28
|
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
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
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