Improving the efficiency of web servers using the technology of time series prediction based on neural networks

Authors

  • Roman Naumovych Kvietnyi Vinnytsia National Technical University, (0432) 598243, Vinnytsia, str. Khmelnytsky Highway 95
  • Olha Olehivna Druzhynina Vinnytsia National Technical University, (0432) 598243, Vinnytsia, str. Khmelnytsky Highway 95

Keywords:

якість обслуговування веб-серверів, прогнозування, нейронні мережі, GRNN, PNN, часові ряди, кешування

Abstract

Web-servers quality of service approaches overviewed. Intelectual data caching approach was proposed. Approach for web-servers efficiency improving, based on time series forecasting with radial-basis neural networks was proposed.

Author Biographies

Roman Naumovych Kvietnyi, Vinnytsia National Technical University, (0432) 598243, Vinnytsia, str. Khmelnytsky Highway 95

d.t.s., Professor, Head of Department of AIVT

Olha Olehivna Druzhynina, Vinnytsia National Technical University, (0432) 598243, Vinnytsia, str. Khmelnytsky Highway 95

Postgraduate student of Department of AIVT

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How to Cite

[1]
R. N. Kvietnyi and O. O. Druzhynina, “Improving the efficiency of web servers using the technology of time series prediction based on neural networks”, ІТКІ, vol. 26, no. 1, Nov. 2013.

Issue

Vol. 26 No. 1 (2013): Information Technology and Computer Engineering

Section

Information technology and coding theory

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