• DocumentCode
    130273
  • Title

    On systemic risk in the cloud computing model

  • Author

    Marbukh, V.

  • Author_Institution
    Nat. Inst. of Stand. & Technol., Gaithersburg, MD, USA
  • fYear
    2014
  • fDate
    9-11 Sept. 2014
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    The major benefits of the emerging cloud computing infrastructure include elimination of the fixed cost and reduction in the marginal cost for the users due to the economy of scale and dynamic resource sharing. This paper argues that these unquestionable economic benefits of dynamic resource sharing are inherently associated with systemic risks and drawbacks. This possibility necessitates shift in cloud architecture design and operation paradigm from maximizing the economic benefits to managing and optimization of the inherent systemic risk/benefit tradeoffs. This paper is a first step towards exposure and quantification of inherent tradeoffs involving system economic efficiency and systemic risk of cascading overload in the cloud model of shared resources.
  • Keywords
    cloud computing; cost reduction; resource allocation; risk management; cloud architecture design; cloud computing infrastructure; cloud computing model; cloud operation paradigm; dynamic resource sharing; economy-of-scale; fixed cost reduction; marginal cost reduction; system economic efficiency; systemic risk; Approximation methods; Cloud computing; Computational modeling; Economics; Equations; Resource management; Servers; cloud computing model; dynamic resource sharing; economic efficiency; systemic risk; tradeoffs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Teletraffic Congress (ITC), 2014 26th International
  • Conference_Location
    Karlskrona
  • Type

    conf

  • DOI
    10.1109/ITC.2014.6932938
  • Filename
    6932938