DocumentCode :
2627324
Title :
Resource discovery using rough set in grid environment
Author :
Ataollahi, Iraj ; Analoui, Morteza
Author_Institution :
Comput. Eng. Dept., Iran Univ. of Sci. & Technol., Tehran, Iran
fYear :
2009
fDate :
20-21 Oct. 2009
Firstpage :
341
Lastpage :
348
Abstract :
Grid environment is being a service oriented infrastructure in which many heterogeneous resources participate for providing the high performance computation. On of bug issue in the grid environment is the vagueness and uncertainty between advertised resources and requested resources. In this work we propose a solution for the vagueness and uncertainty problems based on rough set theory. Here you can see how the rough set theory is developed to deal with the problem. We also report the result of the solution obtained from the simulation in Gridsim simulator. The comparison has been made between the proposed method and UDDI and OWL-S combined method. Rough set theory shows much better precision for the cases with vagueness and uncertainty.
Keywords :
grid computing; rough set theory; software architecture; Gridsim simulator; OWL-S combined method; UDDI; grid environment; resource discovery; rough set theory; service oriented infrastructure; uncertainty problems; Encoding; Grid computing; High performance computing; Microstrip; OWL; Ontologies; Set theory; Uncertainty; Web services; XML; OWL-S; Ontology; Resource Discovery; Rough Set; UDDI;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Conference, 2009. CSICC 2009. 14th International CSI
Conference_Location :
Tehran
Print_ISBN :
978-1-4244-4261-4
Electronic_ISBN :
978-1-4244-4262-1
Type :
conf
DOI :
10.1109/CSICC.2009.5349510
Filename :
5349510
Link To Document :
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