Efficient resource selection algorithm for enterprise grid systems


Autoria(s): Nik, Wan Nor Shuhadah Wan; Zhou, Bing Bing; Zomaya, Albert Y.; Abawajy, Jemal H.
Contribuinte(s)

[Unknown]

Data(s)

01/01/2011

Resumo

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.<br />

Identificador

http://hdl.handle.net/10536/DRO/DU:30042191

Idioma(s)

eng

Publicador

IEEE

Relação

http://dro.deakin.edu.au/eserv/DU:30042191/abawajy-efficientresource-2011.pdf

http://dro.deakin.edu.au/eserv/DU:30042191/abawajy-efficientresource-evidence-2011.pdf

http://hdl.handle.net/10.1109/ISPA.2011.25

Direitos

2011, IEEE

Palavras-Chave #asynchronous replication #enterprise grid computing #performance prediction #QoS #resource selection
Tipo

Conference Paper