DocumentCode :
2266097
Title :
Efficient Resource Selection Algorithm for Enterprise Grid Systems
Author :
Nik, Wan Nor Shuhadah Wan ; Zhou, Bing Bing ; Zomaya, Albert Y. ; Abawajy, Jemal H.
Author_Institution :
Sch. of Inf. Technol., Univ. of Sydney, Sydney, NSW, Australia
fYear :
2011
fDate :
26-28 May 2011
Firstpage :
57
Lastpage :
62
Abstract :
This paper addresses a resource selection problem for applications that update data in enterprise grid systems. The problem is insufficiently addressed as most of the existing resource selection approaches in grid environments primarily deal with read-only job. We propose a simple yet efficient algorithm that deals with the complexity of resource selection problem in enterprise grid systems. The problem is formulated as a Multi Criteria Decision Making (MCDM) problem. Our proposed algorithm hides the complexity of resource selection process without neglecting important components that affect job response time. The difficulty on estimating job response time is captured by representing them in terms of different QoS criteria levels at each resource. Our experiments show that the proposed algorithm achieves very good results with good system performance as compared to existing algorithms.
Keywords :
decision making; enterprise resource planning; grid computing; quality of service; resource allocation; MCDM problem; QoS criteria levels; enterprise grid systems; estimating job response time; grid environments; multi criteria decision making problem; read-only job; resource selection algorithm; system performance; Algorithm design and analysis; Availability; Business; Prediction algorithms; Quality of service; Time factors; QoS; asynchronous replication; enterprise grid computing; performance prediction; resource selection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Parallel and Distributed Processing with Applications (ISPA), 2011 IEEE 9th International Symposium on
Conference_Location :
Busan
Print_ISBN :
978-1-4577-0391-1
Electronic_ISBN :
978-0-7695-4428-1
Type :
conf
DOI :
10.1109/ISPA.2011.25
Filename :
5951883
Link To Document :
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