<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">caht</journal-id><journal-title-group><journal-title xml:lang="ru">Научный вестник МГТУ ГА</journal-title><trans-title-group xml:lang="en"><trans-title>Civil Aviation High Technologies</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2079-0619</issn><issn pub-type="epub">2542-0119</issn><publisher><publisher-name>Moscow State Technical University of Civil Aviation (MSTU CA)</publisher-name></publisher></journal-meta><article-meta><article-id custom-type="elpub" pub-id-type="custom">caht-506</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Статьи</subject></subj-group></article-categories><title-group><article-title>Применение математического аппарата сетей Петри-Маркова для определения временных и вероятностных характеристик системы управления высоконагруженными веб-порталами с повышенной отказоустойчивостью</article-title><trans-title-group xml:lang="en"><trans-title>USE OF MATHEMATICAL APPARATUS OF THE PETRI-MARKOV’S NETWORKS FOR DEFINITION OF TEMPORARY AND PROBABILISTIC CHARACTERISTICS OF THE CONTROL SYSTEM BY THE HIGH-LOADED WEB PORTALS WITH THE INCREASED FAULT TOLERANCE</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Акиншин</surname><given-names>Р. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Akinshin</surname><given-names>R. N.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ивутин</surname><given-names>А. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Ivutin</surname><given-names>A. N.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Есиков</surname><given-names>Д. О.</given-names></name><name name-style="western" xml:lang="en"><surname>Yesikov</surname><given-names>D. O.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Страхов</surname><given-names>И. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Strahov</surname><given-names>I. A.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff xml:lang="ru" id="aff-1"><institution>СПП РАН</institution><country>Russian Federation</country></aff><aff xml:lang="ru" id="aff-2"><institution>ТулГУ</institution><country>Russian Federation</country></aff><pub-date pub-type="collection"><year>2014</year></pub-date><pub-date pub-type="epub"><day>07</day><month>11</month><year>2016</year></pub-date><issue>210</issue><fpage>87</fpage><lpage>90</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Акиншин Р.Н., Ивутин А.Н., Есиков Д.О., Страхов И.А., 2016</copyright-statement><copyright-year>2016</copyright-year><copyright-holder xml:lang="ru">Акиншин Р.Н., Ивутин А.Н., Есиков Д.О., Страхов И.А.</copyright-holder><copyright-holder xml:lang="en">Akinshin R.N., Ivutin A.N., Yesikov D.O., Strahov I.A.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://avia.mstuca.ru/jour/article/view/506">https://avia.mstuca.ru/jour/article/view/506</self-uri><abstract><p>Рассмотрена Петри-Марковская модель параллельного процесса. С помощью модели «соревнований» рассмотрены механизмы взаимодействия конкурирующих запросов в распределенной системе. Разработана система управления высоконагруженными веб-порталами с повышенной отказоустойчивостью. Рассмотрен метод имитационного моделирования, проведено экспериментальное определение временных характеристик разработанного веб-портала и нагрузочное тестирование системы.</p></abstract><trans-abstract xml:lang="en"><p>The Petri-Markov’s model of parallel process is considered. By means of model of "competitions" mechanisms of interaction of competing inquiries in the distributed system are considered. The control system of the high-loaded web portals with the increased fault tolerance is developed. The method of imitating modeling is considered, experimental definition of temporary characteristics of the developed web portal and load testing of system is carried out.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>веб-портал</kwd><kwd>сети Петри-Маркова</kwd><kwd>отказоустойчивость</kwd><kwd>система управления</kwd><kwd>высоконагруженные веб-порталы</kwd><kwd>параллельный процесс</kwd><kwd>распределенные системы вычисления</kwd><kwd>имитационное моделирование</kwd></kwd-group><kwd-group xml:lang="en"><kwd>web portal</kwd><kwd>Petri-Markov's networks</kwd><kwd>fault tolerance</kwd><kwd>the control system</kwd><kwd>the high-loaded web portals</kwd><kwd>the parallel process</kwd><kwd>the distributed systems of calculation</kwd><kwd>imitating modeling</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Balbo G., Chiola G., Bruell S. An example of modeling and evaluation of a concurrent program using colored stochastic Petri nets: Lamport’s fast mutual exclusion algorithm // Parallel Distrib. Syst. IEEE Trans. 1992. Vol. 3, № 2. P. 221-240.</mixed-citation><mixed-citation xml:lang="en">Balbo G., Chiola G., Bruell S. An example of modeling and evaluation of a concurrent program using colored stochastic Petri nets: Lamport’s fast mutual exclusion algorithm // Parallel Distrib. Syst. IEEE Trans. 1992. Vol. 3, № 2. P. 221-240.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Strahov Ilya, Ivutin Alexey. The parallel processes research using Petri-Markov nets // Third International Conference "High Performance Computing" HPC-UA. - Kyiv, 2013. pp. 386-390.</mixed-citation><mixed-citation xml:lang="en">Strahov Ilya, Ivutin Alexey. The parallel processes research using Petri-Markov nets // Third International Conference "High Performance Computing" HPC-UA. - Kyiv, 2013. pp. 386-390.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Ивутин А.Н., Страхов И.А. Фреймворк для построения и исследования сетей Петри и их модификаций // Известия ТулГУ, серия Технические науки. - 2013. - Вып. 9. - Ч. 2. - С. 135-140.</mixed-citation><mixed-citation xml:lang="en">Ивутин А.Н., Страхов И.А. Фреймворк для построения и исследования сетей Петри и их модификаций // Известия ТулГУ, серия Технические науки. - 2013. - Вып. 9. - Ч. 2. - С. 135-140.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Игнатьев В.М., Ларкин Е.В. Сети Петри-Маркова. - Тула: ТулГУ, 1997.</mixed-citation><mixed-citation xml:lang="en">Игнатьев В.М., Ларкин Е.В. Сети Петри-Маркова. - Тула: ТулГУ, 1997.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
