Partial Storage Optimization and Load Control Strategy of Cloud Data Centers
We present a novel approach to solve the cloud storage issues and provide a fast load balancing algorithm. Our approach is based on partitioning and concurrent dual direction download of the files from multiple cloud nodes. Partitions of the files are saved on the cloud rather than the full files, w...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2015-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/2015/836561 |
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| _version_ | 1832558255090434048 |
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| author | Klaithem Al Nuaimi Nader Mohamed Mariam Al Nuaimi Jameela Al-Jaroodi |
| author_facet | Klaithem Al Nuaimi Nader Mohamed Mariam Al Nuaimi Jameela Al-Jaroodi |
| author_sort | Klaithem Al Nuaimi |
| collection | DOAJ |
| description | We present a novel approach to solve the cloud storage issues and provide a fast load balancing algorithm. Our approach is based on partitioning and concurrent dual direction download of the files from multiple cloud nodes. Partitions of the files are saved on the cloud rather than the full files, which provide a good optimization to the cloud storage usage. Only partial replication is used in this algorithm to ensure the reliability and availability of the data. Our focus is to improve the performance and optimize the storage usage by providing the DaaS on the cloud. This algorithm solves the problem of having to fully replicate large data sets, which uses up a lot of precious space on the cloud nodes. Reducing the space needed will help in reducing the cost of providing such space. Moreover, performance is also increased since multiple cloud servers will collaborate to provide the data to the cloud clients in a faster manner. |
| format | Article |
| id | doaj-art-8367409c8b444a2cbf4ce66ecac7b8cd |
| institution | Kabale University |
| issn | 2356-6140 1537-744X |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-8367409c8b444a2cbf4ce66ecac7b8cd2025-02-03T01:32:46ZengWileyThe Scientific World Journal2356-61401537-744X2015-01-01201510.1155/2015/836561836561Partial Storage Optimization and Load Control Strategy of Cloud Data CentersKlaithem Al Nuaimi0Nader Mohamed1Mariam Al Nuaimi2Jameela Al-Jaroodi3UAE University, P.O. Box 15551, Al Ain, UAEUAE University, P.O. Box 15551, Al Ain, UAEUAE University, P.O. Box 15551, Al Ain, UAEUniversity of Pittsburgh, Pittsburgh, PA 15260, USAWe present a novel approach to solve the cloud storage issues and provide a fast load balancing algorithm. Our approach is based on partitioning and concurrent dual direction download of the files from multiple cloud nodes. Partitions of the files are saved on the cloud rather than the full files, which provide a good optimization to the cloud storage usage. Only partial replication is used in this algorithm to ensure the reliability and availability of the data. Our focus is to improve the performance and optimize the storage usage by providing the DaaS on the cloud. This algorithm solves the problem of having to fully replicate large data sets, which uses up a lot of precious space on the cloud nodes. Reducing the space needed will help in reducing the cost of providing such space. Moreover, performance is also increased since multiple cloud servers will collaborate to provide the data to the cloud clients in a faster manner.http://dx.doi.org/10.1155/2015/836561 |
| spellingShingle | Klaithem Al Nuaimi Nader Mohamed Mariam Al Nuaimi Jameela Al-Jaroodi Partial Storage Optimization and Load Control Strategy of Cloud Data Centers The Scientific World Journal |
| title | Partial Storage Optimization and Load Control Strategy of Cloud Data Centers |
| title_full | Partial Storage Optimization and Load Control Strategy of Cloud Data Centers |
| title_fullStr | Partial Storage Optimization and Load Control Strategy of Cloud Data Centers |
| title_full_unstemmed | Partial Storage Optimization and Load Control Strategy of Cloud Data Centers |
| title_short | Partial Storage Optimization and Load Control Strategy of Cloud Data Centers |
| title_sort | partial storage optimization and load control strategy of cloud data centers |
| url | http://dx.doi.org/10.1155/2015/836561 |
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