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<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">sibsutis</journal-id><journal-title-group><journal-title xml:lang="ru">Вестник СибГУТИ</journal-title><trans-title-group xml:lang="en"><trans-title>The Herald of the Siberian State University of Telecommunications and Information Science</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1998-6920</issn><publisher><publisher-name>СибГУТИ</publisher-name></publisher></journal-meta><article-meta><article-id custom-type="elpub" pub-id-type="custom">sibsutis-515</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>Исследование применимости нейронных сетей прямого распространения в задачах самодиагностики распределённых вычислительных систем</article-title><trans-title-group xml:lang="en"><trans-title>Research of artificial neural networks applicability in self-diagnosis problems for distributed computer systems</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>Крамаренко</surname><given-names>К. Е.</given-names></name><name name-style="western" xml:lang="en"><surname>Kramarenko</surname><given-names>K. ..</given-names></name></name-alternatives><email xlink:type="simple">kostya.kram@gmail.com</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>Молдованова</surname><given-names>О. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Moldovanova</surname><given-names>O. ..</given-names></name></name-alternatives><email xlink:type="simple">ovm@csc.sibsutis.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff xml:lang="ru" id="aff-1"><institution>СибГУТИ</institution><country>Russian Federation</country></aff><pub-date pub-type="collection"><year>2015</year></pub-date><pub-date pub-type="epub"><day>26</day><month>10</month><year>2022</year></pub-date><volume>0</volume><issue>3</issue><fpage>104</fpage><lpage>110</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Крамаренко К.Е., Молдованова О.В., 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Крамаренко К.Е., Молдованова О.В.</copyright-holder><copyright-holder xml:lang="en">Kramarenko K..., Moldovanova O...</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://vestnik.sibsutis.ru/jour/article/view/515">https://vestnik.sibsutis.ru/jour/article/view/515</self-uri><abstract><p>В статье приведены результаты применения нейронных сетей прямого распространения к решению задачи самодиагностики распределённых вычислительных систем с использованием диагностической модели сравнения без применения дополнительных эвристик.</p></abstract><trans-abstract xml:lang="en"><p>The article contains the results of artificial neural networks applicability for solving the problem of distributed computer systems self-diagnosis with comparison diagnosis model without additional heuristics.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>самодиагностика</kwd><kwd>распределённые вычислительные системы</kwd><kwd>искусственные нейронные сети</kwd></kwd-group><kwd-group xml:lang="en"><kwd>self-diagnosis</kwd><kwd>distributed computer systems</kwd><kwd>artificial neural networks</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">Хорошевский В.Г. 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