Under the cloud: A Novel Content Addressable Data Framework For Cloud Parallelization to Create and Virtualize New Breeds of Cloud Applications
Existing data management schemes in clouds are mainly based on Google File System (GFS) and MapReduce. Problems arise when data partitioning among numerous available nodes therein. This research paper explores new methods of partitioning and distributing data, that is, resource virtualization in clo...
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my.utp.eprints.62462017-01-19T08:24:35Z Under the cloud: A Novel Content Addressable Data Framework For Cloud Parallelization to Create and Virtualize New Breeds of Cloud Applications Basirat, Amir H. Muhamad Amin , Anang Hudaya Khan, Asad I. QA75 Electronic computers. Computer science Existing data management schemes in clouds are mainly based on Google File System (GFS) and MapReduce. Problems arise when data partitioning among numerous available nodes therein. This research paper explores new methods of partitioning and distributing data, that is, resource virtualization in cloud computing. Loosely-coupled associative computing techniques, which have so far not been considered for clouds, can provide the break through needed for their data management. Applications based on associative computing models can efficiently utilize the underlying hardware to scale up and down the system resources dynamically. In doing so, the main hurdle towards providing scalable partitioning and distribution of data in the clouds is removed, bringing forth a vastly superior solution for virtualizing data intensive applications and the system infrastructure to support pay on per-use basis. 2010 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/6246/1/nca2010.pdf Basirat, Amir H. and Muhamad Amin , Anang Hudaya and Khan, Asad I. (2010) Under the cloud: A Novel Content Addressable Data Framework For Cloud Parallelization to Create and Virtualize New Breeds of Cloud Applications. In: 2010 Ninth IEEE International Symposium on Network Computing and Applications, 15-17 July 2010 , Cambridge, MA, USA. http://eprints.utp.edu.my/6246/ |
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QA75 Electronic computers. Computer science Basirat, Amir H. Muhamad Amin , Anang Hudaya Khan, Asad I. Under the cloud: A Novel Content Addressable Data Framework For Cloud Parallelization to Create and Virtualize New Breeds of Cloud Applications |
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Existing data management schemes in clouds are mainly based on Google File System (GFS) and MapReduce. Problems arise when data partitioning among numerous available nodes therein. This research paper explores new methods of partitioning and distributing data, that is, resource virtualization in cloud computing. Loosely-coupled associative computing techniques, which have so far not been considered for clouds, can provide the break through needed for their data management. Applications based on associative computing models can efficiently utilize the underlying hardware to scale up and down the system resources dynamically. In doing so, the main hurdle towards providing scalable partitioning and distribution of data in the clouds is removed, bringing forth a vastly superior solution for virtualizing data intensive applications and
the system infrastructure to support pay on per-use basis. |
format |
Conference or Workshop Item |
author |
Basirat, Amir H. Muhamad Amin , Anang Hudaya Khan, Asad I. |
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Basirat, Amir H. Muhamad Amin , Anang Hudaya Khan, Asad I. |
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Basirat, Amir H. |
title |
Under the cloud: A Novel Content Addressable Data Framework For Cloud Parallelization to Create and Virtualize New Breeds of Cloud Applications |
title_short |
Under the cloud: A Novel Content Addressable Data Framework For Cloud Parallelization to Create and Virtualize New Breeds of Cloud Applications |
title_full |
Under the cloud: A Novel Content Addressable Data Framework For Cloud Parallelization to Create and Virtualize New Breeds of Cloud Applications |
title_fullStr |
Under the cloud: A Novel Content Addressable Data Framework For Cloud Parallelization to Create and Virtualize New Breeds of Cloud Applications |
title_full_unstemmed |
Under the cloud: A Novel Content Addressable Data Framework For Cloud Parallelization to Create and Virtualize New Breeds of Cloud Applications |
title_sort |
under the cloud: a novel content addressable data framework for cloud parallelization to create and virtualize new breeds of cloud applications |
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2010 |
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http://eprints.utp.edu.my/6246/1/nca2010.pdf http://eprints.utp.edu.my/6246/ |
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1738655473777770496 |
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13.18916 |