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Research on QoS Optimization Method of Cloud Service Based on Utility Game between Users and Service Providers in the Cloud Market
Yan Wang2; Jiantao Zhou2; Jing Liu2; Gang Xu2; Xiaoyu Song1
2017-09-14
Conference NameIEEE International Conference on Services Computing (SCC)
Source PublicationProceedings - 2017 IEEE 14th International Conference on Services Computing, SCC 2017
Pages297-304
Conference Date25-30 June 2017
Conference PlaceHonolulu, HI, USA
Abstract

Cloud computing brings a rapid way for enterprises to launch a new software, which needs lower cost compared with self-purchased infrastructure. More and more enterprises compact their business software as services into cloud platform to the users. In service auction, the service provider aims to make more profits from the service it provides, but the service consumer hopes to select a good quality of service at a low price, which make the relationship of them become one kind of game. In this paper, the game between service providers and service consumers is analyzed. The utility functions of consumer and service provider are respectively established. Then a QoS optimization algorithm based on utility game is designed to solve an optimal QoS strategies to achieve a tradeoff between consumer satisfaction and provider profit. Finally the simulation experiments are implemented by using Matlab platform. The experimental results show that the algorithm can effectively optimize the QoS from two aspects of consumer preference and service cost, which can bring the largest improvement of user satisfaction for service providers with the lowest cost. So it helps to realize a win-win situation between service providers and consumers.

KeywordConsumer Preference Provider Profit Qos Optimization Tradeoff Utility Game
DOI10.1109/SCC.2017.45
URLView the original
Indexed ByCPCI-S
Language英語English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial intelligenceComputer Science, Hardware & architectureComputer Science, Software Engineering
WOS IDWOS:000425931600038
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Cited Times [WOS]:2   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
CollectionFaculty of Science and Technology
Corresponding AuthorJiantao Zhou
Affiliation1.Department of ECE Portland State University Portland, OR, USA
2.Inner Mongolia Engineering Lab of Cloud Computing and Service Software, College of Computer Science Inner Mongolia University Hohhot, China
Recommended Citation
GB/T 7714
Yan Wang,Jiantao Zhou,Jing Liu,et al. Research on QoS Optimization Method of Cloud Service Based on Utility Game between Users and Service Providers in the Cloud Market[C],2017:297-304.
APA Yan Wang,Jiantao Zhou,Jing Liu,Gang Xu,&Xiaoyu Song.(2017).Research on QoS Optimization Method of Cloud Service Based on Utility Game between Users and Service Providers in the Cloud Market.Proceedings - 2017 IEEE 14th International Conference on Services Computing, SCC 2017,297-304.
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