• DocumentCode
    606813
  • Title

    The availability of cloud-based services: Is it living up to its promise?

  • Author

    Naldi, Maurizio

  • Author_Institution
    Dept. of Comput. Sci. & Civil Eng., Univ. di Roma “Tor Vergata”, Rome, Italy
  • fYear
    2013
  • fDate
    4-7 March 2013
  • Firstpage
    282
  • Lastpage
    289
  • Abstract
    Cloud-based services have spread among customers, boasting a number of advantages over centralized and self-owned infrastructures. Clouds providers claim a higher resilience, due to the use of a large distributed array of servers and storage facilities. However, assessments of their actual availability are missing. Here an early attempt to provide a third-party assessment is presented. Though not disposing of first-hand measurements, we have collected data on outages from a number of sources. We use those data to evaluate the frequency and duration of outages. The average duration of outages appears to lie in the 8-10 hours range, with a significant dispersion. A statistical analysis through QQ-plots and mean excess plots shows that the tail of the distribution of outage durations is well modelled by a Generalized Pareto distribution.
  • Keywords
    Pareto distribution; cloud computing; statistical analysis; QQ-plot; cloud-based service; generalized Pareto distribution; mean excess plot; statistical analysis; third-party assessment; Availability; Cloud computing; Companies; Google; Servers; Shape;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design of Reliable Communication Networks (DRCN), 2013 9th International Conference on the
  • Conference_Location
    Budapest
  • Print_ISBN
    978-1-4799-0049-7
  • Type

    conf

  • Filename
    6529873