Abstract
Service interactions in cloud computing usually take place in an anonymous environment making trust management a non-trivial aspect. The increased use of cloud services in today’s highly computerized world unfolds an increasing need for trust management in cloud computing. The existing trust management systems which portrays a static trust relationship falls deficit when it comes to meeting up with the dynamic nature of cloud services. A dynamic evidence-based trust model is proposed to ascertain dynamic trustworthiness on services in the cloud environment. The trust model employs fuzzy logic to derive trust value in order to handle the uncertainty and uses induced ordered weight averaging operator to aggregate the trust values, thus enabling the real-time performance. The system makes use of QoS parameters as a substantiation to evaluate the trust for cloud services. The results in terms of efficiency and effectiveness of the model are demonstrated through simulations.
Similar content being viewed by others
References
Chenhao, Q., Buyya, R.: A cloud trust evaluation system using hierarchical fuzzy inference system for service selection. IEEE 28th International Conference on Advanced Information Networking and Applications (AINA). pp. 850–857. (2014)
Habib, S.M., Hauke, A., Ries, S., Muhlhauser, M.: Trust as a facilitator in cloud computing: a survey. J. Cloud Comput. 4(3), 199–210 (2012)
Huang, J., Nicol, D.M.: Trust mechanisms for cloud computing. J. Cloud Comput. 3(4), 1–5 (2013)
Jianxing, L., Laghrouche, S., Wack, M.: Observer-based higher order sliding mode control of unity power factor in three-phase AC/DC converter for hybrid electric vehicle applications. Int. J. Control 162, 167–176 (2013)
Jianxing, L., Laghrouche, S., Harmouche, M., Wack, M.: Adaptive-gain second-order sliding mode observer design for switching power converters. Control Eng. Pract. 30, 124–131 (2014)
Merigó, J.M., Casanovas, M.: Fuzzy generalized hybrid aggregation operators and its application in fuzzy decision making. Int. J. Fuzzy Syst. 12(1), 15–24 (2010)
Moyano, F., Fernandez-Gago, C., Lopez, J.: A framework for enabling trust requirements in social cloud applications. Requirement engineering for security. Priv. Serv. Cloud Environ. 18(4), 321–341 (2013)
Manuel, P.D., Abd-El Barr, M.I., Thamarai Selvi, S.: A novel trust management system for cloud computing- IaaS providers. J. Comb. Math. Comb. Comput 79, 3–22 (2011)
Noor, T.H., Sheng, Q.Z.: Trust as a service: a framework for trust management in cloud environments. Web Inform. Syst. Eng. 6997, 314–321 (2011)
Noor, T., Quan, H., Sheng, Z.: Trust Management of Services in Cloud Environments: Obstacles and Solutions. ACM Computing Survey (Vol 46, No.1) (2013)
Paul, M.: A trust model of cloud computing based on quality of service. Annal. Oper. Res. 46(1), 12–30 (2013)
Rehma, Z.U., Hussain, O.K., Hussain, F.K.: Multi-criteria IaaS service selection based on QoS history. In Proceedings of the IEEE 27th International Conference on Advanced Information Networking and Applications (AINA). pp. 1129–1135 (2013)
Laghrouche, S., Liu, J., Ahmed, F.S., Harmouche, M., Wack, M.: Adaptive second-order sliding mode observer-based fault reconstruction for PEM fuel cell air-feed system. IEEE Trans. Control Syst. Technol. 23(3), 1 (2015)
Shouzhen, Z., Weihua, S., Anbo, L.: Fuzzy generalized ordered weighted averaging distance operator and its application to decision making. Int. J. Fuzzy Syst. 14(3), 1 (2012)
Sun, D., Chang, G., Sun, L., Wang, X.: Surveying and analyzing security, privacy and trust issues in cloud computing environment. Proc. Eng. 15, 2852–2856 (2011)
Subashini, S., Kavitha, V.: A survey on security issues in service delivery models of cloud computing. J. Netw. Comput. Appl. 34(1), 1–11 (2011)
Yager, R.R., Filev, D.P.: Induced ordered weighted averaging operators. IEEE Trans. Syst. Man Cybern. Part B 29(2), 141–150 (2003)
Wang, S., Liu, Z., Sun, Q., Zou, H., Yang, F.: Towards an accurate evaluation of quality of cloud service in service-oriented cloud computing. J. Intell. Manuf. 7(9), 1–9 (2012)
Zadeh, L.A.: Fuzzy set. Inform Control 8, 338–353 (1965)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Selvaraj, A., Sundararajan, S. Evidence-Based Trust Evaluation System for Cloud Services Using Fuzzy Logic. Int. J. Fuzzy Syst. 19, 329–337 (2017). https://doi.org/10.1007/s40815-016-0146-4
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40815-016-0146-4