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International Conference on Service-Oriented Computing

ICSOC 2019: Service-Oriented Computing – ICSOC 2019 Workshops pp 245–256Cite as

Towards Multi-level Trust-Driven Data Integration in Multi-cloud Environments

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Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 12019))

Abstract

The service composition process in multi-cloud environments is emerging as a promising approach to integrate data made available through different sources w.r.t user’s requirements and quality conditions. In this approach, individual cloud services with different offers and quality aspects are federated into composite data-provisioning cloud services with few fine control about the conditions in which they are implemented and provided. In this work, we aim to guide the data integration process in multi-cloud by adding a trust dimension as quality warranty taking into account user’s preferences and Service Level Agreement. Accordingly, our contribution consists in defining a data integration trust-aware workflow in multi-cloud by computing trust scores of all entities implied in the integration process.

This work has been done in the context of the project SUMMIT (http://summit.imag.fr) funded by the Auvergne Rhone Alpes region.

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References

  1. Mohannad, A., Bertok, P., Tari, Z.: Trusting cloud service providers: trust phases and a taxonomy of trust factors. IEEE Cloud Comput. 4(1), 44–54 (2017)

    Article  Google Scholar 

  2. Ballou, D.P., Pazer, H.L.: Modeling data and process quality in multi-input, multi-output information systems. Manage. Sci. 31(2), 150–162 (1985)

    Article  Google Scholar 

  3. Wayne, J., Grance, T.: Draft NIST special publication guidelines on security and privacy in public Cloud computing. Computer Security (2011)

    Google Scholar 

  4. Saint-Germain, R.: Information security management best practice based on ISO/IEC 17799. Inf. Manag. J. Prairie Village 39(4), 60 (2005)

    Google Scholar 

  5. Manuel, P.: A trust model of cloud computing based on Quality of Service. Ann. Oper. Res. 233(1), 281–292 (2013). https://doi.org/10.1007/s10479-013-1380-x

    Article  Google Scholar 

  6. Jin-Hee, C., Chan, K., Adali, S.: A survey on trust modeling. ACM Comput. Surv. 48(2), 28 (2015)

    Google Scholar 

  7. Pipino, L.L., Yang, W.L., Richard, Y.W.: Data quality assessment. Commun. ACM 45(4), 211–218 (2002)

    Article  Google Scholar 

  8. Cai, L., Zhu, Y.: The challenges of data quality and data quality assessment in the big data era. Data sci. J. 14, 1–10 (2015)

    Google Scholar 

  9. Li, X., Ma, H., Yao, W., Xiaolin, G.: Data-driven and feedback-enhanced trust computing pattern for large-scale multi-cloud collaborative services. IEEE Trans. Serv. Comput. 11(4), 671–684 (2018)

    Article  Google Scholar 

  10. Li, X., Yuan, J., Ma, H., Yao, W.: Fast and parallel trust computing scheme based on big data analysis for collaboration cloud service. IEEE Trans. Inf. Forensics Secur. 13(8), 1917–1931 (2018)

    Article  Google Scholar 

  11. Chiregi, M., Navimipour, N.J.: A new method for trust and reputation evaluation in the cloud environments using the recommendations of opinion leaders’ entities and removing the effect of troll entities. Comput. Hum. Behav. 60, 280–292 (2016)

    Article  Google Scholar 

  12. Singh, S., Sidhu, J.: Compliance-based multi-dimensional trust evaluation system for determining trustworthiness of cloud service providers. Future Gener. Comput. Syst. 67, 109–132 (2017)

    Article  Google Scholar 

  13. Bao, L.: QoS-based trust computing scheme for SLA guarantee in cloud computing system. In: 2017 International Conference on Computing Intelligence and Information System (CIIS), Nanjing, pp. 236–240 (2017)

    Google Scholar 

  14. Carvalho, D.A.S., Neto, P.A.S., Vargas-Solar, G., Bennani, N., Ghedira, C.: Can data integration quality be enhanced on multi-cloud using SLA? In: Chen, Q., Hameurlain, A., Toumani, F., Wagner, R., Decker, H. (eds.) DEXA 2015. LNCS, vol. 9262, pp. 145–152. Springer, Cham (2015). https://doi.org/10.1007/978-3-319-22852-5_13

    Chapter  Google Scholar 

  15. Romdhani, S., Bennani, N., Ghedira-Guegan, C., Vargas-Solar, G.: Trusted data integration in service environments: a systematic mapping. In: Yangui, S., Bouassida Rodriguez, I., Drira, K., Tari, Z. (eds.) ICSOC 2019. LNCS, vol. 11895, pp. 237–242. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-33702-5_18

    Chapter  Google Scholar 

  16. Carvalho, D.A.S., Souza Neto, P.A., Ghedira-Guegan, C., Bennani, N., Vargas-Solar, G.: Rhone: a quality-based query rewriting algorithm for data integration. In: Ivanović, M., et al. (eds.) ADBIS 2016. CCIS, vol. 637, pp. 80–87. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-44066-8_9

    Chapter  Google Scholar 

  17. Jane, S., Jeff, P.: Cloud services measures for global use: the service measurement index (SMI). In: Annual SRII Global Conference, USA, pp. 411–415. IEEE (2012)

    Google Scholar 

  18. Mrabet, M., ben Saied, Y., Saidane, L.: Modeling correlation between QoS attributes for trust computation in cloud computing environments. In: 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, Spain, pp. 488–497. IEEE Press (2017)

    Google Scholar 

  19. Liao, L., Bixin, L., Chao, L.: A model to evaluate the credibility of service in cloud computing environment. In: 14th International Conference on Dependable, Autonomic and Secure Computing, 14th International Conference on Pervasive Intelligence and Computing, 2nd International Conference on Big Data Intelligence and Computing and Cyber Science and Technology Congress, Auckland, pp. 294–301. IEEE (2016)

    Google Scholar 

  20. Habib, S.M., Sebastian, R., Max, M.: Towards a trust management system for cloud computing. In: 10th International Conference on Trust, Security and Privacy in Computing and Communications, Changsha, pp. 933–939. IEEE (2011)

    Google Scholar 

  21. Sudip, C., Roy, K.: An SLA-based framework for estimating trustworthiness of a cloud. In: 11th International Conference on Trust, Security and Privacy in Computing and Communications, Liverpool, pp. 937–942. IEEE (2012)

    Google Scholar 

  22. Lu, K., Jiang, H., Li, M., Zhao, S., Ma, J.: Resources collaborative scheduling model based on trust mechanism in cloud. In: 11th International Conference on Trust, Security and Privacy in Computing and Communications, Liverpool, pp. 863–868. IEEE (2012)

    Google Scholar 

  23. Saxena, A.B., Meenu, D.: IAAS trust in public domain: evaluative framework for service provider. In: 18th International Conference on Advanced Learning Technologies, India, pp. 458–460. IEEE (2018)

    Google Scholar 

  24. Peter, M., Tim G.: The NIST definition of cloud computing (2011)

    Google Scholar 

  25. Codd, E.F.: The 1981 ACM Turing Award Lecture. Communications (1982)

    Google Scholar 

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Author information

Authors and Affiliations

  1. University of Lyon, CNRS, University of Lyon 3, LIRIS, Lyon, France

    Senda Romdhani

Authors
  1. Senda Romdhani
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Corresponding author

Correspondence to Senda Romdhani .

Editor information

Editors and Affiliations

  1. LAAS-CNRS, Toulouse, France

    Sami Yangui

  2. University of Sydney, Sydney, NSW, Australia

    Athman Bouguettaya

  3. Tianjin University, Tianjin, China

    Xiao Xue

  4. University of Lyon, Villeurbanne, France

    Noura Faci

  5. Télécom SudParis, Évry, France

    Walid Gaaloul

  6. Rochester Institute of Technology, Rochester, NY, USA

    Qi Yu

  7. University of Geosciences in Beijing, Beijing, China

    Zhangbing Zhou

  8. University of Toulouse 2, Toulouse, France

    Nathalie Hernandez

  9. University of São Paulo, São Paulo, Brazil

    Elisa Y. Nakagawa

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Romdhani, S. (2020). Towards Multi-level Trust-Driven Data Integration in Multi-cloud Environments. In: Yangui, S., et al. Service-Oriented Computing – ICSOC 2019 Workshops. ICSOC 2019. Lecture Notes in Computer Science(), vol 12019. Springer, Cham. https://doi.org/10.1007/978-3-030-45989-5_20

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  • DOI: https://doi.org/10.1007/978-3-030-45989-5_20

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-45988-8

  • Online ISBN: 978-3-030-45989-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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