Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources
Scheduling an application in data grid was significantly complex and very challenging because of its heterogeneous in nature of the grid system. When the Divisible Load Theory (DLT) model had emerged as a powerful model for modeling data-intensive grid problem, Task Data Present(TDP) model was propo...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Science Publications
2009
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/13613/ http://psasir.upm.edu.my/id/eprint/13613/1/ajassp.2009.626.630.pdf |
| _version_ | 1848842160579805184 |
|---|---|
| author | Abdullah, Monir Othman, Mohamed Ibrahim, Hamidah K. Subramaniam, Shamala |
| author_facet | Abdullah, Monir Othman, Mohamed Ibrahim, Hamidah K. Subramaniam, Shamala |
| author_sort | Abdullah, Monir |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Scheduling an application in data grid was significantly complex and very challenging because of its heterogeneous in nature of the grid system. When the Divisible Load Theory (DLT) model had emerged as a powerful model for modeling data-intensive grid problem, Task Data Present(TDP) model was proposed based on it. This study presented a new Adaptive TDP (ATDP) for scheduling the intensive grid applications. New closed form solution for obtaining the load allocation was derived while computation speeds and communication links are heterogeneous. Experimental results showed that the proposed model can balance the load efficiently. |
| first_indexed | 2025-11-15T07:54:43Z |
| format | Article |
| id | upm-13613 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T07:54:43Z |
| publishDate | 2009 |
| publisher | Science Publications |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-136132017-11-23T05:01:57Z http://psasir.upm.edu.my/id/eprint/13613/ Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources Abdullah, Monir Othman, Mohamed Ibrahim, Hamidah K. Subramaniam, Shamala Scheduling an application in data grid was significantly complex and very challenging because of its heterogeneous in nature of the grid system. When the Divisible Load Theory (DLT) model had emerged as a powerful model for modeling data-intensive grid problem, Task Data Present(TDP) model was proposed based on it. This study presented a new Adaptive TDP (ATDP) for scheduling the intensive grid applications. New closed form solution for obtaining the load allocation was derived while computation speeds and communication links are heterogeneous. Experimental results showed that the proposed model can balance the load efficiently. Science Publications 2009 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/13613/1/ajassp.2009.626.630.pdf Abdullah, Monir and Othman, Mohamed and Ibrahim, Hamidah and K. Subramaniam, Shamala (2009) Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources. American Journal of Applied Sciences, 6 (4). pp. 626-630. ISSN 1546-9239; ESSN: 1554-3641 http://thescipub.com/html/10.3844/ajassp.2009.626.630 10.3844/ajassp.2009.626.630 |
| spellingShingle | Abdullah, Monir Othman, Mohamed Ibrahim, Hamidah K. Subramaniam, Shamala Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources |
| title | Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources |
| title_full | Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources |
| title_fullStr | Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources |
| title_full_unstemmed | Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources |
| title_short | Closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources |
| title_sort | closed form solution for scheduling arbitrarily divisible load model in data grid applications: multiple sources |
| url | http://psasir.upm.edu.my/id/eprint/13613/ http://psasir.upm.edu.my/id/eprint/13613/ http://psasir.upm.edu.my/id/eprint/13613/ http://psasir.upm.edu.my/id/eprint/13613/1/ajassp.2009.626.630.pdf |