A new load balancing scheduling model in data grid application
Scheduling an application in data grid is significantly complex and very challenging because of its heterogeneous in nature of the grid system. Thus, Divisible Load Theory (DLT) is a powerful model for modeling data intensive grid problem where both communication and computation load is partitionabl...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
IEEE
2008
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| Online Access: | http://psasir.upm.edu.my/id/eprint/47733/ http://psasir.upm.edu.my/id/eprint/47733/1/A%20new%20load%20balancing%20scheduling%20model%20in%20data%20grid%20application.pdf |
| _version_ | 1848850891222810624 |
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| author | Kaid, Monir Abdullah Abduh Othman, Mohamed Ibrahim, Hamidah K. Subramaniam, Shamala |
| author_facet | Kaid, Monir Abdullah Abduh Othman, Mohamed Ibrahim, Hamidah K. Subramaniam, Shamala |
| author_sort | Kaid, Monir Abdullah Abduh |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Scheduling an application in data grid is significantly complex and very challenging because of its heterogeneous in nature of the grid system. Thus, Divisible Load Theory (DLT) is a powerful model for modeling data intensive grid problem where both communication and computation load is partitionable. Previously, Task Data Present (TDP) model was proposed based on DLT model. This paper presents an Adaptive TDP (ATDP) model to reduce the makespan. New equations for calculating the load allocation are derived. Experimental results showed that the proposed model can balance the load efficiently. |
| first_indexed | 2025-11-15T10:13:29Z |
| format | Conference or Workshop Item |
| id | upm-47733 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:13:29Z |
| publishDate | 2008 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-477332019-05-28T07:35:58Z http://psasir.upm.edu.my/id/eprint/47733/ A new load balancing scheduling model in data grid application Kaid, Monir Abdullah Abduh Othman, Mohamed Ibrahim, Hamidah K. Subramaniam, Shamala Scheduling an application in data grid is significantly complex and very challenging because of its heterogeneous in nature of the grid system. Thus, Divisible Load Theory (DLT) is a powerful model for modeling data intensive grid problem where both communication and computation load is partitionable. Previously, Task Data Present (TDP) model was proposed based on DLT model. This paper presents an Adaptive TDP (ATDP) model to reduce the makespan. New equations for calculating the load allocation are derived. Experimental results showed that the proposed model can balance the load efficiently. IEEE 2008 Conference or Workshop Item PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/47733/1/A%20new%20load%20balancing%20scheduling%20model%20in%20data%20grid%20application.pdf Kaid, Monir Abdullah Abduh and Othman, Mohamed and Ibrahim, Hamidah and K. Subramaniam, Shamala (2008) A new load balancing scheduling model in data grid application. In: 3rd International Symposium on Information Technology (ITSim'08), 26-28 Aug. 2008, Kuala Lumpur, Malaysia. . 10.1109/ITSIM.2008.4631614 |
| spellingShingle | Kaid, Monir Abdullah Abduh Othman, Mohamed Ibrahim, Hamidah K. Subramaniam, Shamala A new load balancing scheduling model in data grid application |
| title | A new load balancing scheduling model in data grid application |
| title_full | A new load balancing scheduling model in data grid application |
| title_fullStr | A new load balancing scheduling model in data grid application |
| title_full_unstemmed | A new load balancing scheduling model in data grid application |
| title_short | A new load balancing scheduling model in data grid application |
| title_sort | new load balancing scheduling model in data grid application |
| url | http://psasir.upm.edu.my/id/eprint/47733/ http://psasir.upm.edu.my/id/eprint/47733/ http://psasir.upm.edu.my/id/eprint/47733/1/A%20new%20load%20balancing%20scheduling%20model%20in%20data%20grid%20application.pdf |