International Journal of Electrical and Computer Engineering
Vol 11, No 3: June 2021

Fog computing scheduling algorithm for smart city

Ahmad Mohammad Alsmadi (Al-Balqa Applied University)
Roba Mahmoud Ali Aloglah (Al-Balqa Applied University)
Nisrein Jamal sanad Abu-darwish (Al-Balqa Applied University)
Ahmad Al Smadi (Xidian University)
Muneerah Alshabanah (Imam Abdulrahman Bin Faisal University)
Daniah Alrajhi (Imam Abdulrahman Bin Faisal University)
Hanouf Alkhaldi (Imam Abdulrahman Bin Faisal University)
Mutasem K. Alsmadi (Imam Abdulrahman Bin Faisal University)



Article Info

Publish Date
01 Jun 2021

Abstract

With the advent of the number of smart devices across the globe, increasing the number of users using the Internet. The main aim of the fog computing (FC) paradigm is to connect huge number of smart objects (billions of object) that can make a bright future for smart cities. Due to the large deployments of smart devices, devices are expected to generate huge amounts of data and forward the data through the Internet. FC also refers to an edge computing framework that mitigates the issue by applying the process of knowledge discovery using a data analysis approach to the edges. Thus, the FC approaches can work together with the internet of things (IoT) world, which can build a sustainable infrastructure for smart cities. In this paper, we propose a scheduling algorithm namely the weighted round-robin (WRR) scheduling algorithm to execute the task from one fog node (FN) to another fog node to the cloud. Firstly, a fog simulator is used with the emergent concept of FC to design IoT infrastructure for smart cities. Then, spanning-tree routing (STP) protocol is used for data collection and routing. Further, 5G networks are proposed to establish fast transmission and communication between users. Finally, the performance of our proposed system is evaluated in terms of response time, latency, and amount of data used.

Copyrights © 2021






Journal Info

Abbrev

IJECE

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Electrical and Computer Engineering (IJECE, ISSN: 2088-8708, a SCOPUS indexed Journal, SNIP: 1.001; SJR: 0.296; CiteScore: 0.99; SJR & CiteScore Q2 on both of the Electrical & Electronics Engineering, and Computer Science) is the official publication of the Institute of ...