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Reliability computing and management considering the network traffic for a cloud computing

Author

Listed:
  • Yoshinobu Tamura

    (Yamaguchi University)

  • Shigeru Yamada

    (Tottori University)

Abstract

We focus on a cloud computing environment by using open source software such as OpenStack and Eucalyptus because of the unification management of data and low cost. A cloud computing is attracting attention as a network service to share the computing resources, i.e., networks, servers, storage, applications, and services. We propose jump diffusion models based on stochastic differential equations in order to consider the interesting aspect of the provisioning process. In particular, we propose an estimation method of the network traffic density in the cloud computing. Also, we analyze actual data to show numerical illustrations of application of the reliability-oriented network management considering the characteristics of cloud computing.

Suggested Citation

  • Yoshinobu Tamura & Shigeru Yamada, 2016. "Reliability computing and management considering the network traffic for a cloud computing," Annals of Operations Research, Springer, vol. 244(1), pages 163-176, September.
    • Handle: RePEc:spr:annopr:v:244:y:2016:i:1:d:10.1007_s10479-016-2140-5
    DOI: 10.1007/s10479-016-2140-5
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    References listed on IDEAS

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    3. Merton, Robert C., 1976. "Option pricing when underlying stock returns are discontinuous," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 125-144.
    4. Alan MacCormack & John Rusnak & Carliss Y. Baldwin, 2006. "Exploring the Structure of Complex Software Designs: An Empirical Study of Open Source and Proprietary Code," Management Science, INFORMS, vol. 52(7), pages 1015-1030, July.
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    Cited by:

    1. Yoshinobu Tamura & Shigeru Yamada, 2022. "Maintenance effort management based on double jump diffusion model for OSS project," Annals of Operations Research, Springer, vol. 312(1), pages 411-426, May.

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