A User Demand Uncertainty Based Approach for Cloud Resource Management

Author

Johannes, A. ; Borhan, Norhayati ; Chang Liu ; Ranjan, Rajiv ; Jinjun Chen

Author_Institution

Fac. of Eng. & Inf. Technol., UTS, Sydney, NSW, Australia

fYear

2013

fDate

3-5 Dec. 2013

Firstpage

566

Lastpage

571

Abstract

In this paper, we attempt to investigate about how to deal with events stated by uncertainty demand in cloud computing environment between Software as a Service provider, Software as a User and cloud resources provider. The variation considers the supply and demand of resources. The events on uncertainty demand ensure provisioning resources and prevent fluctuation demand. We propose to create resource negotiation and use Fuzzy Optimization for demand fluctuation. This result is relation to the event on uncertainty demand in cloud. The issue is to model the uncertainties on demand to warranty quality of service.

Keywords

cloud computing; fuzzy set theory; optimisation; cloud computing environment; cloud resource management; cloud resources provider; fuzzy optimization; quality of service; resource negotiation; software as a service provider; software as a user; user demand uncertainty based approach; Bandwidth; Cloud computing; Computational modeling; Mathematical model; Resource management; Software as a service; Uncertainty;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Science and Engineering (CSE), 2013 IEEE 16th International Conference on

Conference_Location

Sydney, NSW

Type

conf

DOI

10.1109/CSE.2013.90

Filename

6755270