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2018 | OriginalPaper | Chapter

Research on Trust Management Model in Cloud Manufacturing

Authors : Xiaolan Xie, Xiao Zhou, Tianwei Yuan

Published in: Cloud Computing and Security

Publisher: Springer International Publishing

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Abstract

For security and trust issues in cloud manufacturing systems, trust management issues in the trust system are analyzed. An effective trust management model was proposed and introduced in detail. The model considers multiple trust-related factors. The model adds a time period to the calculation of direct trust. The reputation information of the node, the attenuation of the trust recommendation transmission, and the weight of the trust level are taken into consideration. The model combines weighted tightness with trust. This method implements traversal of the recommended node. Ultimately, indirect trust is derived. Based on the values of direct trust, indirect trust, and the weight of the overall trust assessment, a comprehensive degree of trust is derived. Trust values are saved and updated. Experiments show that the research is credible and practical. The model improves the overall safety performance of cloud manufacturing systems.

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Literature
1.
go back to reference Butala, P., Sluga, A.: Decentralised network architecture for cloud manufacturing. Int. J. Comput. Integr. Manuf. 30(4–5), 395–408 (2017) Butala, P., Sluga, A.: Decentralised network architecture for cloud manufacturing. Int. J. Comput. Integr. Manuf. 30(4–5), 395–408 (2017)
2.
go back to reference Xu, X.: From cloud computing to cloud manufacturing. Robot. Comput. Integr. Manuf. 28(1), 75–86 (2012)CrossRef Xu, X.: From cloud computing to cloud manufacturing. Robot. Comput. Integr. Manuf. 28(1), 75–86 (2012)CrossRef
3.
go back to reference Li, B.-H., Zhang, L., Ren, L.: Further discussion on cloud manufacturing. Comput. Integr. Manuf. Syst. 17(03), 449–457 (2011) Li, B.-H., Zhang, L., Ren, L.: Further discussion on cloud manufacturing. Comput. Integr. Manuf. Syst. 17(03), 449–457 (2011)
4.
go back to reference Laili, Y., Tao, F., Zhang, L.: A study of optimal allocation of computing resources in cloud manufacturing systems. Int. J. Adv. Manuf. Technol. 63(5–8), 671–690 (2012)CrossRef Laili, Y., Tao, F., Zhang, L.: A study of optimal allocation of computing resources in cloud manufacturing systems. Int. J. Adv. Manuf. Technol. 63(5–8), 671–690 (2012)CrossRef
5.
go back to reference Ren, L., Zhang, L., Wang, L.: Cloud manufacturing: key characteristics and applications. Int. J. Comput. Integr. Manuf. 30(6), 501–515 (2017)CrossRef Ren, L., Zhang, L., Wang, L.: Cloud manufacturing: key characteristics and applications. Int. J. Comput. Integr. Manuf. 30(6), 501–515 (2017)CrossRef
6.
go back to reference Wang, X.V., Wang, L., Mohammed, A.: Ubiquitous manufacturing system based on Cloud. Robot. Comput.-Integr. Manuf. 45(C), 116–125 (2017)CrossRef Wang, X.V., Wang, L., Mohammed, A.: Ubiquitous manufacturing system based on Cloud. Robot. Comput.-Integr. Manuf. 45(C), 116–125 (2017)CrossRef
7.
go back to reference Golightly, D., Sharples, S., Patel, H.: Manufacturing in the cloud: a human factors perspective. Int. J. Ind. Ergon. 55, 12–21 (2016)CrossRef Golightly, D., Sharples, S., Patel, H.: Manufacturing in the cloud: a human factors perspective. Int. J. Ind. Ergon. 55, 12–21 (2016)CrossRef
8.
go back to reference Cheng, W.S., Zhu, M.N.: Cloud manufacturing—Advanced manufacturing informationization. J. Syst. Simul. 23(10), 2253–2258 (2011) Cheng, W.S., Zhu, M.N.: Cloud manufacturing—Advanced manufacturing informationization. J. Syst. Simul. 23(10), 2253–2258 (2011)
9.
go back to reference Wang, J., Zhang, L., Duan, L.: A new paradigm of cloud-based predictive maintenance for intelligent manufacturing. J. Intell. Manuf. 28(5), 1125–1137 (2017)CrossRef Wang, J., Zhang, L., Duan, L.: A new paradigm of cloud-based predictive maintenance for intelligent manufacturing. J. Intell. Manuf. 28(5), 1125–1137 (2017)CrossRef
10.
go back to reference Zhang, Y., Zhang, G., Liu, Y.: Research on services encapsulation and virtualization access model of machine for cloud manufacturing. J. Intell. Manuf. 28(5), 1109–1123 (2017)CrossRef Zhang, Y., Zhang, G., Liu, Y.: Research on services encapsulation and virtualization access model of machine for cloud manufacturing. J. Intell. Manuf. 28(5), 1109–1123 (2017)CrossRef
11.
go back to reference Meng, W., Li, S., Yang, G.: Reputation-based multi-dimensional trust model in cloud manufacturing service platform. Multiagent Grid Syst. 10(4), 233–246 (2014)CrossRef Meng, W., Li, S., Yang, G.: Reputation-based multi-dimensional trust model in cloud manufacturing service platform. Multiagent Grid Syst. 10(4), 233–246 (2014)CrossRef
12.
go back to reference Gan, J., Duan, G.J.: Method of cloud manufacturing service trust evaluation. Comput. Integr. Manuf. Syst. 18(7), 1527–1535 (2012) Gan, J., Duan, G.J.: Method of cloud manufacturing service trust evaluation. Comput. Integr. Manuf. Syst. 18(7), 1527–1535 (2012)
13.
go back to reference Niu, P., Zhou, D.J., Xie, X.L.: Trust model based on reputation propagation mechanism in cloud manufacturing environment. Adv. Mater. Res. 722(722), 420–423 (2013) Niu, P., Zhou, D.J., Xie, X.L.: Trust model based on reputation propagation mechanism in cloud manufacturing environment. Adv. Mater. Res. 722(722), 420–423 (2013)
14.
go back to reference Yu, D., Nan, C., Tan, C.: Research on trust cloud-based subjective trust management model under open network environment. Inf. Technol. J. 10(4), 10–12 (2011) Yu, D., Nan, C., Tan, C.: Research on trust cloud-based subjective trust management model under open network environment. Inf. Technol. J. 10(4), 10–12 (2011)
15.
go back to reference Yan, K., Cheng, Y., Tao, F.: A trust evaluation model towards cloud manufacturing. Int. J. Adv. Manuf. Technol. 84(1–4), 1–14 (2016) Yan, K., Cheng, Y., Tao, F.: A trust evaluation model towards cloud manufacturing. Int. J. Adv. Manuf. Technol. 84(1–4), 1–14 (2016)
16.
go back to reference Jin, H., Yao, X., Chen, Y.: Correlation-aware QoS modeling and manufacturing cloud service composition. J. Intell. Manuf. 28(8), 1947–1960 (2017)CrossRef Jin, H., Yao, X., Chen, Y.: Correlation-aware QoS modeling and manufacturing cloud service composition. J. Intell. Manuf. 28(8), 1947–1960 (2017)CrossRef
17.
go back to reference Kai, W.: Cloud model-based subjective trust management model for grid users. J. South China Univ. Technol. 39(2), 80–81 (2011) Kai, W.: Cloud model-based subjective trust management model for grid users. J. South China Univ. Technol. 39(2), 80–81 (2011)
Metadata
Title
Research on Trust Management Model in Cloud Manufacturing
Authors
Xiaolan Xie
Xiao Zhou
Tianwei Yuan
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-030-00012-7_22

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