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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| Format: | Article |
| Language: | English English |
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Inderscience Enterprises Ltd.
2019
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/79797/ 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 |
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| author | Khalaf, Ayesheh Ahrari Hassan Abdalla Hashim, Aisha |
| author_facet | Khalaf, Ayesheh Ahrari Hassan Abdalla Hashim, Aisha |
| author_sort | Khalaf, Ayesheh Ahrari |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T17:47:17Z |
| format | Article |
| id | iium-79797 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T17:47:17Z |
| publishDate | 2019 |
| publisher | Inderscience Enterprises Ltd. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-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 |
| spellingShingle | T Technology (General) Khalaf, Ayesheh Ahrari Hassan Abdalla Hashim, Aisha Cost minimisation technique in geo-distributed data centres |
| title | 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_short | Cost minimisation technique in geo-distributed data centres |
| title_sort | cost minimisation technique in geo-distributed data centres |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/79797/ http://irep.iium.edu.my/79797/ http://irep.iium.edu.my/79797/ 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 |