Title :
A Strategy for Resource Allocation in Grid Environment Based on QoS Fuzzy Multi-attribute Decision Making
Author :
Jianjing, Ma ; Bin, Lu
Author_Institution :
Sch. of Comput. Sci. & Technol., North China Electr. Power Univ. (NCEPU), Baoding, China
Abstract :
QoS requirements of Grid users for Grid service resources always include multiple fuzzy attributes. And there is contradictory between these QoS parameters. A multi-attributes decision making method based on information entropy is utilized to weigh the importance degree of QoS parameters and solve the contradictory. In addition, evaluation factor set is classified according to the type of QoS parameters, in order to carry on multi-grades fuzzy synthetic decision making to Grid service resources. And then choose one resource according to the synthetic evaluation value, which can make user´s target utility maximize. Finally, the strategy for resource allocation is proved to be effective by an instance.
Keywords :
decision making; fuzzy set theory; grid computing; optimisation; resource allocation; fuzzy multiattribute decision making; grid environment; grid service; information entropy; quality of service; resource allocation; Application software; Costs; Decision making; Delay; Fuzzy sets; Grid computing; Information entropy; Information technology; Quality of service; Resource management; Grid computing; fuzzy set; information entropy; multi-grades synthetic decision making; resource allocation;
Conference_Titel :
Information Technology and Applications, 2009. IFITA '09. International Forum on
Conference_Location :
Chengdu
Print_ISBN :
978-0-7695-3600-2
DOI :
10.1109/IFITA.2009.140