Compliance based Trustworthiness Calculation Mechanism in Cloud Environment

Establishing trust is one of the most challenging issues in emerging cloud computing area. It is becoming increasingly complex for cloud users to make distinction (with respect to trustworthiness) among service providers offering similar kinds of services. There must be some mechanisms in the hands of users to determine trustworthiness of service providers so that they can select service providers with confidence and with some degree of assurance that service provider will not behave unpredictably or maliciously. Though various approaches exist to form trust between service providers and users, little work has been done in the area of forming trust based on compliance of QoS parameters which have been promised in SLA. In this paper an attempt has been made to design and simulate a mechanism to calculate trustworthiness of service providers based on their compliance to promised SLA parameters. The model has been simulated in MATLAB. The validation has been done using synthetic data set. Validation results show that approach is workable and can be used to evaluate trustworthiness of service providers in a cloud environment.

[1]  Trent Jaeger,et al.  Seeding clouds with trust anchors , 2010, CCSW '10.

[2]  Guiran Chang,et al.  Modeling and evaluation of trust in cloud computing environments , 2011, 2011 3rd International Conference on Advanced Computer Control.

[3]  Sherali Zeadally,et al.  Trust management of services in cloud environments: Obstacles and solutions , 2013, CSUR.

[4]  Yu Guo,et al.  A trusted computing environment model in cloud architecture , 2010, 2010 International Conference on Machine Learning and Cybernetics.

[5]  Sally I. McClean,et al.  Cache performance models for quality of service compliance in storage clouds , 2013, Journal of Cloud Computing: Advances, Systems and Applications.

[6]  Woongsup Kim,et al.  A Trust Evaluation Model for QoS Guarantee in Cloud Systems , 2010 .

[7]  Bu-Sung Lee,et al.  TrustCloud: A Framework for Accountability and Trust in Cloud Computing , 2011, 2011 IEEE World Congress on Services.

[8]  Stefan Berger,et al.  Security for the cloud infrastructure: Trusted virtual data center implementation , 2009, IBM J. Res. Dev..

[9]  Hiroyuki Sato,et al.  A Cloud Trust Model in a Security Aware Cloud , 2010, 2010 10th IEEE/IPSJ International Symposium on Applications and the Internet.

[10]  Imad M. Abbadi A framework for establishing trust in Cloud provenance , 2012, International Journal of Information Security.

[11]  David M. Nicol,et al.  Trust mechanisms for cloud computing , 2013, Journal of Cloud Computing: Advances, Systems and Applications.

[12]  Aaron Tsai,et al.  Design and microarchitecture of the IBM system z10 microprocessor , 2009 .

[13]  Gui-Sheng Chen,et al.  A method for trust management in cloud computing: Data coloring by cloud watermarking , 2011, Int. J. Autom. Comput..

[14]  G. Suryanarayana,et al.  A Survey of Trust Management and Resource Discovery Technologies in Peer-to-Peer Applications , 2004 .

[15]  Liu Chen,et al.  Notice of RetractionA Subjective Trust Model Based on Two-Dimensional Measurement , 2009, 2009 International Conference on Computer Engineering and Technology.

[16]  Morris Sloman,et al.  A survey of trust in internet applications , 2000, IEEE Communications Surveys & Tutorials.

[17]  Paul D. Manuel,et al.  A trust model of cloud computing based on Quality of Service , 2015, Ann. Oper. Res..

[18]  Max Mühlhäuser,et al.  Towards a Trust Management System for Cloud Computing , 2011, 2011IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications.

[19]  Woongsup Kim,et al.  A Trust Evaluation Model for Cloud Computing , 2009, FGIT-GDC.

[20]  P. Mell,et al.  The NIST Definition of Cloud Computing , 2011 .

[21]  P. Mell,et al.  SP 800-145. The NIST Definition of Cloud Computing , 2011 .

[22]  Rajkumar Buyya,et al.  Article in Press Future Generation Computer Systems ( ) – Future Generation Computer Systems Cloud Computing and Emerging It Platforms: Vision, Hype, and Reality for Delivering Computing as the 5th Utility , 2022 .

[23]  Imad M. Abbadi,et al.  A framework for establishing trust in the Cloud , 2012, Comput. Electr. Eng..

[24]  Hai Jin,et al.  Design and implementation of a trusted monitoring framework for cloud platforms , 2013, Future Gener. Comput. Syst..

[25]  Audun Jøsang,et al.  A survey of trust and reputation systems for online service provision , 2007, Decis. Support Syst..