Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing

Cloud computing is an important infrastructure for distributed systems with the main objective of reducing the use of resources. In a cloud environment, users may face thousands of resources to run each task. However, allocation of resources to tasks by the user is an impossible endeavor. Accurate...

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Main Authors:	Zavvar, Mohammad, Rezaei, Meysam, Garavand, Shole, Ramezani, Farhad
Format:	Article
Language:	English
Published:	Penerbit Universiti Kebangsaan Malaysia 2016
Online Access:	http://journalarticle.ukm.my/10055/ http://journalarticle.ukm.my/10055/ http://journalarticle.ukm.my/10055/1/11410-37698-1-PB.pdf

id	ukm-10055
recordtype	eprints
spelling	ukm-100552017-01-25T09:51:58Z http://journalarticle.ukm.my/10055/ Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing Zavvar, Mohammad Rezaei, Meysam Garavand, Shole Ramezani, Farhad Cloud computing is an important infrastructure for distributed systems with the main objective of reducing the use of resources. In a cloud environment, users may face thousands of resources to run each task. However, allocation of resources to tasks by the user is an impossible endeavor. Accurate scheduling of system resources results in their optimal use as well as an increase in the reliability of cloud computing. This study designed a system based on fuzzy logic and followed by an introduction of an efficient and precise algorithm for scheduling resources for improving the reliability of cloud computing. Waiting and turnaround times of the proposed method were compared to those of previous works. In the proposed method, the waiting time is equal to 26.99 and the turnaround time is equal to 82.99. According to the results, the proposed method outperforms other methods in terms of waiting time and turnaround time as well as accuracy. Penerbit Universiti Kebangsaan Malaysia 2016-06 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/10055/1/11410-37698-1-PB.pdf Zavvar, Mohammad and Rezaei, Meysam and Garavand, Shole and Ramezani, Farhad (2016) Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing. Asia-Pacific Journal of Information Technology and Multimedia, 5 (1). pp. 39-48. ISSN 2289-2192 http://ejournals.ukm.my/apjitm/issue/view/709
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Kebangasaan Malaysia
building	UKM Institutional Repository
collection	Online Access
language	English
description	Cloud computing is an important infrastructure for distributed systems with the main objective of reducing the use of resources. In a cloud environment, users may face thousands of resources to run each task. However, allocation of resources to tasks by the user is an impossible endeavor. Accurate scheduling of system resources results in their optimal use as well as an increase in the reliability of cloud computing. This study designed a system based on fuzzy logic and followed by an introduction of an efficient and precise algorithm for scheduling resources for improving the reliability of cloud computing. Waiting and turnaround times of the proposed method were compared to those of previous works. In the proposed method, the waiting time is equal to 26.99 and the turnaround time is equal to 82.99. According to the results, the proposed method outperforms other methods in terms of waiting time and turnaround time as well as accuracy.
format	Article
author	Zavvar, Mohammad Rezaei, Meysam Garavand, Shole Ramezani, Farhad
spellingShingle	Zavvar, Mohammad Rezaei, Meysam Garavand, Shole Ramezani, Farhad Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
author_facet	Zavvar, Mohammad Rezaei, Meysam Garavand, Shole Ramezani, Farhad
author_sort	Zavvar, Mohammad
title	Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
title_short	Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
title_full	Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
title_fullStr	Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
title_full_unstemmed	Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
title_sort	fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing
publisher	Penerbit Universiti Kebangsaan Malaysia
publishDate	2016
url	http://journalarticle.ukm.my/10055/ http://journalarticle.ukm.my/10055/ http://journalarticle.ukm.my/10055/1/11410-37698-1-PB.pdf
first_indexed	2023-09-18T19:56:23Z
last_indexed	2023-09-18T19:56:23Z
_version_	1777406556806053888

Fuzzy logic-based algorithm resource scheduling for improving the reliability of cloud computing

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