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Cost minimisation technique in geo-distributed data centres

Significant growth of Big Data leads to a great opportunity for data analysis. Data centres are continuously becoming more popular. At the same time data centres’ cost are increasing as the amount of data is growing. Simply as Big Data is significantly increasing, data centres are facing new challen...

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Main Authors: Khalaf, Ayesheh Ahrari, Hassan Abdalla Hashim, Aisha
Format: Article
Language:English
English
Published: Inderscience Enterprises Ltd. 2019
Subjects:
T Technology (General)
Online Access:http://irep.iium.edu.my/79797/1/79797_Cost%20minimisation%20technique%20in%20geo-distributed_article.pdf
http://irep.iium.edu.my/79797/2/79797_Cost%20minimisation%20technique%20in%20geo-distributed_scopus.pdf
http://irep.iium.edu.my/79797/
https://www.inderscience.com/info/inarticle.php?artid=102497
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spelling my.iium.irep.797972021-01-13T01:35:28Z http://irep.iium.edu.my/79797/ Cost minimisation technique in geo-distributed data centres Khalaf, Ayesheh Ahrari Hassan Abdalla Hashim, Aisha T Technology (General) Significant growth of Big Data leads to a great opportunity for data analysis. Data centres are continuously becoming more popular. At the same time data centres’ cost are increasing as the amount of data is growing. Simply as Big Data is significantly increasing, data centres are facing new challenges. Hence the idea of geo-distributed data centre is introduced. This project investigates on the main challenges that data centres face and presents an enhanced technique for cost optimisation in geographical distributed data centres. Parameters involved such as task assignment, task placement, big data processing and quality of service are analysed. Analytical evaluation results show that joint parameters technique proposed outperformed separate parameter techniques in some cases even with 20% enhancement. Academic Gurobi solver is used for the evaluation. Inderscience Enterprises Ltd. 2019 Article NonPeerReviewed application/pdf en http://irep.iium.edu.my/79797/1/79797_Cost%20minimisation%20technique%20in%20geo-distributed_article.pdf application/pdf en http://irep.iium.edu.my/79797/2/79797_Cost%20minimisation%20technique%20in%20geo-distributed_scopus.pdf Khalaf, Ayesheh Ahrari and Hassan Abdalla Hashim, Aisha (2019) Cost minimisation technique in geo-distributed data centres. International Journal of Computer Aided Engineering and Technology, 11 (6). pp. 669-678. ISSN 1757-2657 (In Press) https://www.inderscience.com/info/inarticle.php?artid=102497 10.1504/IJCAET.2019.102497
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic T Technology (General)
spellingShingle T Technology (General)
Khalaf, Ayesheh Ahrari
Hassan Abdalla Hashim, Aisha
Cost minimisation technique in geo-distributed data centres
description Significant growth of Big Data leads to a great opportunity for data analysis. Data centres are continuously becoming more popular. At the same time data centres’ cost are increasing as the amount of data is growing. Simply as Big Data is significantly increasing, data centres are facing new challenges. Hence the idea of geo-distributed data centre is introduced. This project investigates on the main challenges that data centres face and presents an enhanced technique for cost optimisation in geographical distributed data centres. Parameters involved such as task assignment, task placement, big data processing and quality of service are analysed. Analytical evaluation results show that joint parameters technique proposed outperformed separate parameter techniques in some cases even with 20% enhancement. Academic Gurobi solver is used for the evaluation.
format Article
author Khalaf, Ayesheh Ahrari
Hassan Abdalla Hashim, Aisha
author_facet Khalaf, Ayesheh Ahrari
Hassan Abdalla Hashim, Aisha
author_sort Khalaf, Ayesheh Ahrari
title Cost minimisation technique in geo-distributed data centres
title_short Cost minimisation technique in geo-distributed data centres
title_full Cost minimisation technique in geo-distributed data centres
title_fullStr Cost minimisation technique in geo-distributed data centres
title_full_unstemmed Cost minimisation technique in geo-distributed data centres
title_sort cost minimisation technique in geo-distributed data centres
publisher Inderscience Enterprises Ltd.
publishDate 2019
url http://irep.iium.edu.my/79797/1/79797_Cost%20minimisation%20technique%20in%20geo-distributed_article.pdf
http://irep.iium.edu.my/79797/2/79797_Cost%20minimisation%20technique%20in%20geo-distributed_scopus.pdf
http://irep.iium.edu.my/79797/
https://www.inderscience.com/info/inarticle.php?artid=102497
_version_ 1690370715032748032
score 13.211869

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