Utilization and load balancing in fog servers for health applications

被引:45
作者
Khattak, Hasan Ali [1 ]
Arshad, Hafsa [1 ]
ul Islam, Saif [2 ]
Ahmed, Ghufran [1 ]
Jabbar, Sohail [3 ]
Sharif, Abdullahi Mohamud [4 ]
Khalid, Shehzad [5 ]
机构
[1] COMSATS Univ Islamabad, Dept Comp Sci, Pk Rd Tarlai Kalan, Islamabad 44500, Pakistan
[2] Dr AQ Khan Inst Comp Sci & Informat Technol, Dept Comp Sci, Sumbal Gah Kahuta 47320, Rawalpindi, Pakistan
[3] Natl Text Univ, Dept Comp Sci, Sheikhupura Rd, Faisalabad 37610, Pakistan
[4] Univ Somalia, Dept Comp Sci, Makka Al Mukarrama Rd, Mogadishu, Mogadishu, Somalia
[5] Bahria Univ Islamabad, Dept Comp Sci, Shangrilla Rd,E-8-1, Islamabad 44500, Pakistan
关键词
Fog computing; Utilization; Load balancing; Cloud computing; NEUTROSOPHIC SETS; FRAMEWORK;
D O I
10.1186/s13638-019-1395-3
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the evolution of fog computing, processing takes place locally in a virtual platform rather than in a centralized cloud server. Fog computing combined with cloud computing is more efficient as fog computing alone does not serve the purpose. Inefficient resource management and load balancing leads to degradation in quality of service as well as energy losses. Traffic overhead is increased because all the requests are sent to the main server causing delays which cannot be tolerated in healthcare scenarios. To overcome this problem, the authors are consolidating fog computing resources so that requests are handled by foglets and only critical requests are sent to the cloud for processing. Servers are placed locally in each city to handle the nearby requests in order to utilize the resources efficiently along with load balancing among all the servers, which leads to reduced latency and traffic overhead with the improved quality of service.
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页数:12
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