Abstract
Cloud computing, the internet of things (IoT), big data are the driving force for the transformation of the whole economy and cloud computing and services on cloud are also the foundations and infrastructure of the other two technologies. As the development of these technologies has brought us great changes in our life, challenges come as well. For the similar cloud services in functions in the cloud environment, it is a big problem to find the probable services to meet users’ needs of security, reliability, easy of use and so on. To solve the problem mentioned above, a method of measuring the trustworthiness of SaaS services based on AHP is proposed, on the basis of the research on SaaS services and trusted computing. And also, a metric model for trustworthiness is built. In the end, a case study is put forward which proves the feasibility and usability of the method and model.
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References
Guojie, L.: Efforts to build a collaborative and win-win cloud computing environment. Commun. CCCF 3, 7 (2017)
Bouguettaya, A., Singh, M., Huhns, M., et al.: A service computing manifesto: the next 10 years. Commun. ACM 4(64), 72 (2017). https://doi.org/10.1145/2983528
Raggett, D.: The web of things: challenges and opportunities. Computer 48(5), 26–32 (2015)
Al-Masri, E., Mahmoud, Q.H.: Investigating web services on the world wide web. In: International Conference of World Wide Web, pp. 795–804 (2008)
Blake, M.B., Nowlan, M.E.: Knowledge discovery in services (KDS): aggregating software services to discover enterprise mashups. IEEE Trans. Knowl. Data Eng. 23(6), 889–901 (2010)
Yu, Q., Liu, X., Bouguettaya, A., et al.: Deploying and managing web services: Issues, solutions, and directions. Vldb J. 17(3), 537–572 (2008)
Bennett, K., Layzell, P., Budgen, D., et al.: Service-based software: the future for flexible software. In: Software Engineering Conference, 2000. APSEC 2000. Proceedings. Seventh Asia-Pacific. IEEE, 214–221 (2002)
Chong, F., Carraro, G.: Architecture strategies for catching the long tail. Microsoft Corporation (2006)
Xiaohua, M., Chuankai, C.: Research of solution on transforming traditional software to SaaS. Microcomput. Appl. 31(4), 7–10 (2012)
Zhijun, Y., Hongxia, X.: Research of online software system development solution based on SaaS. Comput. Eng. Des. 30(11), 2714–2717 (2009)
Jun, Z., Haoyu, W., Chaojun, Y.: A comparative study of SaaS data layer scheme. J. Intell. 29(21), 176–177 (2010)
Wenbin, Y., Xiaohui, H., Min, Y.: A solution of shared database and architecture’s SaaS based on XML. Comput. Mod. 4(4), 8–10 (2008)
Wei, C.: Research on Software Customization Technology for SaaS application. Shanghai Jiao Tong University (2011)
Shen, Z., Qingzhong, L., Yuliang, S.: Research on data combination privacy preservation mechanism for SaaS. Chin. J. Comput. 33(11), 2044–2054 (2010)
Yuliang, S., Shuai, L., Qingzhong, L.: TLA based customization and verification mechanism of business process for SaaS. Chin. J. Comput. 33(11), 2055–2067 (2010)
Liu, K.: Overview on major research plan of trustworthy software. Bulletin of National Natural Science Foundation of China (2008)
Jøsang, A.: An Algebra for assessing trust in certification chains network and distributed system security symposium. NDSS, San Diego, California, USA (1999)
Feng, X.U., et al.: Design of a trust valuation model in software service coordination. J. Softw. 14(6), 1043–1051 (2003)
Abdul-Rahman, A., Hailes, S., et al.: A distributed trust model, vol. 35(3), pp. 4–60 (1997)
Beth, T., Borcherding, M., Klein, B.: Valuation of trust in open networks. In: Gollmann, D. (ed.) ESORICS 1994. LNCS, vol. 875, pp. 1–18. Springer, Heidelberg (1994). https://doi.org/10.1007/3-540-58618-0_53
Xuan, Z., Tong, L., Wang, X.: Formal analysis to non-functional requirements of trustworthy software. J. Softw. 26(10), 2545–2566 (2015)
Lixia, W., Xiaozhou, F.: A new improved AHP algorithm research and application. Comput. Technol. Dev. 20(12), 115–117 (2010)
Lei, W., Mengxing, H.: Research on evaluation of supplier based on gray AHP in cloud computing. Appl. Res. Comput. 30(3), 742–744 (2013)
ISO/IEC. Systems and software engineering – Systems and software Quality Requirements and Evaluation (SQuaRE) – System and software quality models (2011)
Huanchen, Z., Shubai, X., Jinsheng, H.: AHP. Science Press, Beijing, China (1986)
Cuiping, W.: The optimization basis and properties of the sum-product method in AHP. Syst. Eng. Theory Pract. 19(9), 113–115 (1999)
Acknowledgments
This work was supported by National Natural Science Foundation of China (Nos. 61379032, 61763048, 61263022, 61303234, 61662085), National Social Science Foundation of China (No. 12XTQ012), Science and Technology Foundation of Yunnan Province (No. 2017FB095), Yunnan Province Applied Basic Research Project (No. 2016FD060), Science Research Project of Yunnan Education (Nos. 2017ZZX001, 2017ZZX227), Key Project of Scientific Research of Yunnan Education (2015Z018), Provincial Scientific and Technological Innovation Team Project of Yunnan University (2017HC012), the 18th Yunnan Young and Middle-aged Academic and Technical Leaders Reserve Personnel Training Program (No. 2015HB038).
The authors would like to thank the anonymous reviewers and the editors for their suggestions.
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Gao, T., Li, T., Jiang, R., Duan, R., Zhu, R., Yang, M. (2018). A Research About Trustworthiness Metric Method of SaaS Services Based on AHP. In: Sun, X., Pan, Z., Bertino, E. (eds) Cloud Computing and Security. ICCCS 2018. Lecture Notes in Computer Science(), vol 11063. Springer, Cham. https://doi.org/10.1007/978-3-030-00006-6_18
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