Resource utilization based dynamic pricing approach on cloud computing application

Adrian Johannes, Priyadarsi Nanda, Xiangjian He

Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationAlgorithms and Architectures for Parallel Processing - ICA3PP International Workshops and Symposiums, Proceedings
EditorsGregorio Martinez Perez, Albert Zomaya, Kenli Li, Guojun Wang
PublisherSpringer Verlag
Pages669-677
Number of pages9
ISBN (Print)9783319271606
DOIs
Publication statusPublished - 2015
Externally publishedYes
Event15th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2015 - Zhangjiajie, China
Duration: 18 Nov 201520 Nov 2015

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume9532
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference15th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2015
Country/TerritoryChina
CityZhangjiajie
Period18/11/1520/11/15

Keywords

  • Cloud computing
  • Dynamic pricing
  • Fuzzy logic
  • Game theory
  • Resource provisioning

ASJC Scopus subject areas

  • Theoretical Computer Science
  • General Computer Science

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