DocumentCode
3496297
Title
A new rough set based approach for optimized detection of available resources in Grid computing
Author
Bouyer, Asgarali ; Noor, Muzzamil ; Abdullah, A.H.
Author_Institution
Fac. of Comput. Sci. & Inf. Syst., Univ. Technol. of Malaysia, Skudai, Malaysia
fYear
2009
fDate
15-16 Aug. 2009
Firstpage
77
Lastpage
82
Abstract
Since the grid is a dynamic environment, the prediction and detection of available resources in near future is important for resource scheduling. Economic-based grid management has been viewed as a feasible approach to carry out fair, efficient and reliable scheduling. One key issue in economic-based grid strategy is to inform about available resources. In this paper, we present a novel predictable method to specify available resource in economic-based grid. This method use a rough set analysis by scheduler to divide resources in groups and then grant a priority to each group based on cost price and efficiency of nodes. The result show that our proposed method has an acceptable performance and it try to use cheaper and suitable resources for each job to decrease cost price of computation.
Keywords
grid computing; optimisation; resource allocation; rough set theory; scheduling; economic-based grid management; grid computing; optimized detection; resource scheduling; rough set based approach; Availability; Computational efficiency; Costs; Dynamic scheduling; Economic forecasting; Environmental economics; Geographic Information Systems; Grid computing; Processor scheduling; Resource management; Rough set; availability; component; economic-base grid; resource scheduling; scheduler;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Communication Technologies, 2009. ICICT '09. International Conference on
Conference_Location
Karachi
Print_ISBN
978-1-4244-4608-7
Electronic_ISBN
978-1-4244-4609-4
Type
conf
DOI
10.1109/ICICT.2009.5267209
Filename
5267209
Link To Document