Title :
Hybrid Resource Allocation Method for Grid Computing
Author :
Shah, Syed Nasir Mehmood ; Mahmood, Ahmad Kamil Bin ; Oxley, Alan
Author_Institution :
Dept. of Comput. & Inf. Sci., Univ. Teknol. Petronas, Tronoh, Malaysia
Abstract :
The resource management system is the ´brain´ of a Grid. It manages the shared resource of the Grid and maps user jobs to the resources. Grid resource allocation is one of the critical functions affecting the performance of a Grid, because the number of jobs and amount of required resources are massive and quick responses to users are necessary in a real Grid computing environment. Many methods have been developed for Grid resource allocation. In this paper, we propose the Hybrid Resource Allocation method, based on the Least Cost Method (LCM) and Divisible Load Theory (DLT) method. The Hybrid Resource Allocation method is an improved form of the DLT method. We have developed a modified assignment strategy of DLT by integrating it with LCM. In this paper we describe and evaluate Hybrid Resource Allocation method for Grid resource allocation scenario. This paper also proposes a Grid scheduling model and includes a comparative performance analysis of our proposed Hybrid Resource Allocation method with the existing ones.
Keywords :
grid computing; resource allocation; divisible load theory method; grid computing; grid scheduling model; hybrid resource allocation; least cost method; resource management system; Costs; Distributed computing; Grid computing; High performance computing; Linear programming; Load management; Processor scheduling; Research and development; Resource management; Transportation; Grid computing; Grid scheduling; distributed systems; linear programming; load balancing; parallel processing; task synchronization; transportation problems;
Conference_Titel :
Computer Research and Development, 2010 Second International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-0-7695-4043-6
DOI :
10.1109/ICCRD.2010.86