|Table of Contents|

Trust Based Selecting Model for Cloud Service Providers(PDF)

南京师范大学学报（工程技术版）[ISSN:1006-6977/CN:61-1281/TN]

Issue:
2013年02期
Page:
68-74
Research Field:
Publishing date:

Info

Title:
Trust Based Selecting Model for Cloud Service Providers
Author(s):
Zhang Pengcheng; Zhai Yuqing
School of Computer Science and Engineering,Southeast University,Nanjing 211189,China
Keywords:
trust; cloud service providers; selection
PACS:
TP18
DOI:
-
Abstract:
Cloud computing provides users with resources as a service.With requirements of users increasingly complex,only one service provider may not be able to provide required resources.So it needs to choose an appropriate service provider as a partner.From a trust perspective,we first analyse and apprase history score of the cloud service provider subject to the Dirichlet distribution,then take into account the accumulates of trust relationship.We not only use the interaction scores itself,but also the relationship between the interaction scores to computer the trust value and stable value of cloud service providers,then we build a selecting model based on trust for cloud service providers.Ultimately they provide the basis for the choice of suitable partners.The experiments show that the model in this article is valid to some extent.

References:

[1] Goiri I,Guitart J,Torres J.Characterizing cloud federation for enhancing providers’profit[C]//IEEE 3rd International Conference on Colud Computing(CLOUD).Miami,2010:123-130.
[2]Buyya R,Yeo C S,Venugopal S.Market-oriented cloud computing:vision,hype,and reality for delivering IT services as computing utilities[C]//10th IEEE International Conference on High Performance Computing and Communications.Melbourne,2008:5-13.
[3]Calheriros R N,Ranjan R,Beloglazov A,et al.CloudSim:A toolkit for modeling and simulation of cloud computing environments and evaluation of resource provisioning algorithms[J].Software:Practice and Experience,2011:41(1):23-50.
[4]Habib S M,Ries S,Muhlhauser M.Cloud computing landscape and research challenges regarding trust and reputation[C]//7th International Conference on Ubiquitous Intelligence and Computing and 7th International Conference on Autonomic and Trusted Computing(UIC/ATC).Xi’an,2010:410-415.
[5]Li J X,Li B,Du Z X,et al.CloudVO:building a secure virtual organization for multiple clouds collaboration[C]//11th ACIS International Conference on Software Engineering Artificial Intelligence Networking and Parallel/Distributed Computing(SNPD).London,2010:181-186.
[6]Khan K M,Malluhi Q.Establishing trust in cloud computing[J].IT Professional,2010,5(12):20-27.
[7]Cachin C,Keidar I,Shraer A.Trusting the cloud[J].SIGACT News,2009,40(2):81-86.
[8]Hassan M M,Song B,Huh E.A market-oriented dynamic collaborative cloud services platform[J].Annales des Telecommunications,2010,65(11/12):669-688.
[9]Hassan M M,Song B,Han S,et al.Multi-objective optimization model for partner selection in a market oriented dynamic collaborative cloud service platform[C]//21st International Conference on Tools with Artificial Intelligence,ICTAI’s 09.Newark,New Jersey,2009:637-644.
[10]Hassan M M,Song B,Yoon C,et al.A novel market oriented dynamic collaborative cloud service infrastructure[C]//World Conference on Services-Ⅱ,SERVICES-2009.Bangalore,2009:9-16.
[11]Liu X,Datta A.On trust guided collaboration among cloud service providers[C]//6th International Conference on Collaborative Computing:Networking,Applications and Worksharing(CollaborateCom).Chicago,Illinois,2010:1-8.
[12]陈广福,蔡国永,林航,等.多Agent系统中基于狄利克雷分布的信任模型[J].计算机工程,2011,37(14):128-133.
Chen Guangfu,Cai Guoyong,Lin Hang,et al.Dirichlet Distribution Based Trust Model in a Multi-Agent System[J].Computer Engineering,2011,37(14):128-133.(in Chinese)
[13]Mui L,Mohtashei M.A computational model of trust and reputation system sciences[C]//Proceedings of the 35th Annual Hawaii International Conference on System Sciences.Big Island,Hawaii,HICSS,2002:2431-2439.

Memo

Memo:
-
Last Update: 2013-06-30