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Understanding Cloud Storage Services Usage: A Practical Case Study

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Networked Systems (NETYS 2015)

Part of the book series: Lecture Notes in Computer Science ((LNCCN,volume 9466))

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Abstract

Cloud Storage services present several characteristics that turn current classification methods insufficient or too complex to apply, namely the use of dynamic communication ports and security protocols. This paper identifies appropriate techniques for cloud traffic classification and defines a model for processing cloud services traces, taking the University of Minho (UMinho) network as a practical case study. The obtained results, using a classification approach based on Tstat tool, provide global statistics regarding the most used Cloud Storage services at UMinho and characterize the corresponding traffic.

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References

  1. Aceto, G., Dainotti, A., de Donato, W., Pescapé, A.: Portload: taking the best of two worlds in traffic classification. In: IEEE INFOCOM Workshops, pp. 1–5 (2010)

    Google Scholar 

  2. Bermudez, I.N., Mellia, M., Munafò, M.M., Keralapura, R., Nucci, A.: DNS to the Rescue: discerning content and services in a tangled web. In: Proceedings of the 2012 ACM Conference on Internet Measurement Conference, IMC 2012, New York, USA, pp. 413–426 (2012)

    Google Scholar 

  3. Drago, I., Mellia, M., Munafò, M., Sperotto, A., Sadre, R., Pras, A.: Inside dropbox: understanding personal cloud storage services. In: Proceedings of the 2012 ACM Conference on Internet Measurement Conference, IMC 2012, New York, USA, pp. 481–494 (2012)

    Google Scholar 

  4. Finamore, A., Mellia, M., Meo, M., Munafò, M.M., Torino, P.D., Rossi, D.: Experiences of Internet traffic monitoring with Tstat. IEEE Netw. 25(3), 8–14 (2011)

    Article  Google Scholar 

  5. García-Dorado, J.L., Finamore, A., Mellia, M., Meo, M., Munafò, M.M.: Characterization of ISP traffic: trends, user habits, and access technology impact. IEEE Trans. Netw. Serv. Manage. 9(2), 142–155 (2012)

    Article  Google Scholar 

  6. Gringoli, F., Salgarelli, L., Dusi, M., Cascarano, N., Risso, F., Claffy, K.C.: GT: picking up the truth from the ground for internet traffic. SIGCOMM Comput. Commun. Rev. 39(5), 12–18 (2009)

    Article  Google Scholar 

  7. Karagiannis, T., Papagiannaki, K., Faloutsos, M.: Blinc: multilevel traffic classification in the dark. SIGCOMM Comput. Commun. Rev. 35(4), 229–240 (2005)

    Article  Google Scholar 

  8. Ramaswamy, R., Kencl, L., Iannaccone, G.: Approximate fingerprinting to accelerate pattern matching. In: Proceedings of the 6th ACM Internet Measurement Conference, IMC 2006, New York, USA, pp. 301–306 (2006)

    Google Scholar 

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Acknowledgements

This work has been supported by FCT - Fundação para a Ciência e Tecnologia in the scope of the project: PEst-UID/CEC/00319/2013.

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Correspondence to Paulo Carvalho .

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Oliveira, D., Carvalho, P., Lima, S.R. (2015). Understanding Cloud Storage Services Usage: A Practical Case Study. In: Bouajjani, A., Fauconnier, H. (eds) Networked Systems . NETYS 2015. Lecture Notes in Computer Science(), vol 9466. Springer, Cham. https://doi.org/10.1007/978-3-319-26850-7_39

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  • DOI: https://doi.org/10.1007/978-3-319-26850-7_39

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-26849-1

  • Online ISBN: 978-3-319-26850-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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