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Maintenance of sustainable operation of pipeline-parallel computing systems in the cloud environment

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Abstract

This paper reviews the model and algorithm for the intelligent scheduling of a pipelineparallel computing process, which takes into account changes in the resource consumption of computing nodes. The solution is implemented in a virtual cloud environment, which provides security and accessibility of high-performance computing services due to the isolation of physical resources and the monitoring and optimization of their use, as well as the adaptive distribution of computational load.

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Authors and Affiliations

  1. Peter the Great St. Petersburg Polytechnic University, St. Petersburg, Russia

    N. S. Vert, A. S. Volkova, D. P. Zegzhda & M. O. Kalinin

Authors
  1. N. S. Vert
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  2. A. S. Volkova
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  3. D. P. Zegzhda
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  4. M. O. Kalinin
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Corresponding author

Correspondence to A. S. Volkova.

Additional information

Original Russian Text © N.S. Vert, A.S. Volkova, D.P. Zegzhda, M.O. Kalinin, 2015, published in Problemy Informatsionnoi Bezopasnosti. Komp’yuternye Sistemy.

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Vert, N.S., Volkova, A.S., Zegzhda, D.P. et al. Maintenance of sustainable operation of pipeline-parallel computing systems in the cloud environment. Aut. Control Comp. Sci. 49, 713–720 (2015). https://doi.org/10.3103/S0146411615080167

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  • DOI: https://doi.org/10.3103/S0146411615080167

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