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Performance Improvement of Fog Environment Using Deadline Based Scheduling Algorithm

Article

Last updated: 13 Dec 2022

Subjects

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Tags

fog computing
load balancing
Task Scheduling
Performance Improvement of Fog Environment Using Deadline Based Scheduling Algorithm
2021 International Conference on Electronic Engineering (ICEEM)

Abstract

Fog computing (FC) is a computing paradigm that provides cloud services closer to the user. Recently, there is a great growth of data requests and FC which lead to enhance data accessibility and adaptability. Many challenges must be considered in FC like load balancing (LB) and task scheduling. LB is an important issue to achieve high resource utilization and reduce response time. A lot of algorithms have been proposed to achieve efficient load balancing in fog environment. In this paper, a new task scheduling algorithm called enhanced average makespan (EAM) algorithm has been proposed. EAM aims to improve the performance of fog system by improving average makespan parameter under the user's defined deadline constraint. Its performance was compared with one of the most efficient load balancing algorithms like Modified Round Robin (MRR) algorithm and it provided better results.

Keywords

fog computing, load balancing, Task Scheduling

Authors

First Name

Amal

Last Name

Elnatat

Affiliation

Computer Science and Engineering, faculty of Electronic Engineering, Menofia University, Menofia, Egypt

Email

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City

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Orcid

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First Name

Sahar

Last Name

Elkazzaz

Affiliation

Computer Science and Engineering, faculty of Electronic Engineering, Menofia University,Cairo, Egypt

Email

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City

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Orcid

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First Name

Nirmeen

Last Name

El-Bahnasawy

Affiliation

Computer Science and Engineering-Faculty of Electronic Engineering-Menoufia-Egypt

Email

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City

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Orcid

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Volume

2nd IEEE International Conference on Electronic Eng., Faculty of Electronic Eng., Menouf, Egypt, 3-4 July. 2021

Issue Date

1 Jan 2021

Publish Date

21 Jun 2021

Page Start

71

Page End

76

Link

https://iceem2021.conferences.ekb.eg/article_1177.html

Order

13

Publication Type

Conference

Publication Title

2021 International Conference on Electronic Engineering (ICEEM)

Publication Link

https://iceem2021.conferences.ekb.eg/

Details

Type

Article

Locale

en

Created At

13 Dec 2022