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63435

Load Balancing Scheduling Algorithm in Cloud Computing System with Cloud Pricing Comparative Study

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Last updated: 25 Dec 2024

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Abstract

; "> Cloud Computing is one of the most recent technologies based on virtualization over IT resources where virtual storage and computing services are provided.On the other hands, cloud computing is based on the concepts of virtualization, multitenancy, and shared infrastructure.Task scheduling on the available resources (i.e., Virtual Machines (VMs)) is considered one of the main challenges in cloud computing wherescheduling compliation time (make_span), and execution price of tasks should be minimized.In this paper, a task scheduling algorithm on the Cloud Computing environment has been proposed to reduce the make-span, as well as, decrease the price of executing the independent tasks on the cloud resources.The proposed algorithm is based on calculating the total processing power of the available resources (i.e., VMs) and the total requested processing power by the users' tasks,then calculate
the power factor of each VM (the ratio of it's processing power to the total processing power of all VMs ) ,then searching the users' tasks to find a task or a group of tasks that their processing power near to the power factor of each VM. So, fairness is
achieved by allocating each VM according it's power. To evaluate the performance of the proposed algorithm, a comparative study has been done among the proposed algorithm, and the existedGA, and PSO algorithms, The price of the execution has been measured using Amazon and Google pricing models. The experimental results show that the proposed algorithm outperforms other algorithms by reducing make-span and the price of the running tasks on specific resource.

DOI

10.21608/mjeer.2017.63435

Authors

First Name

Elhossiny

Last Name

Ibrahim

MiddleName

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Affiliation

Dept. of Computer Science and Eng., Faculty of Elect., Eng., Menoufia University

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First Name

Nirmeen A.

Last Name

El-Bahnasawy

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Affiliation

Dept. of Computer Science and Eng., Faculty of Elect., Eng., Menoufia University

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Orcid

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First Name

Fatma A.

Last Name

Omara

MiddleName

-

Affiliation

Faculty of Computers & information, Cairo University, Egypt.

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Volume

26

Article Issue

1

Related Issue

9502

Issue Date

2017-01-01

Receive Date

2016-02-23

Publish Date

2017-01-01

Page Start

129

Page End

152

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_63435.html

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https://mjeer.journals.ekb.eg/service?article_code=63435

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9

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Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

Load Balancing Scheduling Algorithm in Cloud Computing System with Cloud Pricing Comparative Study

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Article

Created At

22 Jan 2023