Resource utilization based dynamic pricing approach on cloud computing application

Johannes, A; Nanda, P; He, X

Resource utilization based dynamic pricing approach on cloud computing application

Johannes, A Nanda, P

He, X

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Publication Type:: Conference Proceeding
Citation:: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, 9532 pp. 669 - 677
Issue Date:: 2015-01-01

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Field	Value	Language
dc.contributor.author	Johannes, A	en_US
dc.contributor.author	Nanda, P https://orcid.org/0000-0002-5748-155X	en_US
dc.contributor.author	He, X https://orcid.org/0000-0001-8962-540X	en_US
dc.date.available	2015-09-06	en_US
dc.date.issued	2015-01-01	en_US
dc.identifier.citation	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2015, 9532 pp. 669 - 677	en_US
dc.identifier.isbn	9783319271606	en_US
dc.identifier.issn	0302-9743	en_US
dc.identifier.uri	http://hdl.handle.net/10453/41202
dc.description.abstract	© Springer International Publishing Switzerland 2015. Utilizing cloud-based services, users are required to first specify their goal of using such cloud based applications and then obtain service compositions satisfying their specific needs from the cloud service providers. The process involves dynamic pricing schemes for service provisioning between themselves and their cloud service providers. As a result, it is quite challenging with existing supply and demand driven approaches to ensure true dynamic resource provisioning for users with critical applications. To address this problem, we propose a game theory approach based on fuzzy logic which is then used to ensure aspects of resource provisioning on cloud. In our approach, we perform a trade-off for resources between service provider, cloud resource provider and service user based on the user demand and avoid rejecting users to ensure reliable resource provisioning. Experimental results demonstrate that our proposed approach can improve resource utilization associated with users.	en_US
dc.relation.ispartof	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)	en_US
dc.relation.isbasedon	10.1007/978-3-319-27161-3_61	en_US
dc.subject.classification	Artificial Intelligence & Image Processing	en_US
dc.title	Resource utilization based dynamic pricing approach on cloud computing application	en_US
dc.type	Conference Proceeding
utslib.citation.volume	9532	en_US
utslib.for	080104 Computer Vision	en_US
utslib.for	080109 Pattern Recognition and Data Mining	en_US
utslib.for	080106 Image Processing	en_US
utslib.for	0805 Distributed Computing	en_US
utslib.for	0801 Artificial Intelligence and Image Processing	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Electrical and Data Engineering
pubs.organisational-group	/University of Technology Sydney/Strength - CRIN - Realtime Information Networks
pubs.organisational-group	/University of Technology Sydney/Strength - GBDTC - Global Big Data Technologies
pubs.organisational-group	/University of Technology Sydney/Strength - INEXT - Innovation in IT Services and Applications
pubs.organisational-group	/University of Technology Sydney/Students
utslib.copyright.status	closed_access
pubs.publication-status	Published	en_US
pubs.volume	9532	en_US

Abstract:

© Springer International Publishing Switzerland 2015. Utilizing cloud-based services, users are required to first specify their goal of using such cloud based applications and then obtain service compositions satisfying their specific needs from the cloud service providers. The process involves dynamic pricing schemes for service provisioning between themselves and their cloud service providers. As a result, it is quite challenging with existing supply and demand driven approaches to ensure true dynamic resource provisioning for users with critical applications. To address this problem, we propose a game theory approach based on fuzzy logic which is then used to ensure aspects of resource provisioning on cloud. In our approach, we perform a trade-off for resources between service provider, cloud resource provider and service user based on the user demand and avoid rejecting users to ensure reliable resource provisioning. Experimental results demonstrate that our proposed approach can improve resource utilization associated with users.

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http://hdl.handle.net/10453/41202