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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">ellibs</journal-id><journal-title-group><journal-title xml:lang="ru">Электронные библиотеки</journal-title><trans-title-group xml:lang="en"><trans-title>Russian Digital Libraries Journal</trans-title></trans-title-group></journal-title-group><issn pub-type="epub">1562-5419</issn><publisher><publisher-name>Казанский (Приволжский) федеральный университет</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26907/1562-5419-2022-25-4-336-347</article-id><article-id custom-type="elpub" pub-id-type="custom">ellibs-334</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>Создание экосистемы по обработке данных для научных исследований в области геологии</article-title><trans-title-group xml:lang="en"><trans-title>Creating a Data Processing Ecosystem for Geological Research</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>Ерёменко</surname><given-names>В. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Eremenko</surname><given-names>V. S.</given-names></name></name-alternatives><email xlink:type="simple">vitaer@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>Наумова</surname><given-names>В. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Naumova</surname><given-names>V. V.</given-names></name></name-alternatives><email xlink:type="simple">naumova_new@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Государственный геологический музей им. В.И. Вернадского РАН</institution></aff><aff xml:lang="en"><institution>Vernadsky State Geological Museum RAS</institution></aff></aff-alternatives><pub-date pub-type="collection"><year>2022</year></pub-date><pub-date pub-type="epub"><day>28</day><month>08</month><year>2022</year></pub-date><volume>25</volume><issue>4</issue><fpage>336</fpage><lpage>347</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Ерёменко В.С., Наумова В.В., 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Ерёменко В.С., Наумова В.В.</copyright-holder><copyright-holder xml:lang="en">Eremenko V.S., Naumova V.V.</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://ellibs.elpub.ru/jour/article/view/334">https://ellibs.elpub.ru/jour/article/view/334</self-uri><abstract><p>Рассмотрены разнородные территориально-распределённые вычислительные системы по обработке геологических данных и подходы по организации взаимодействия с этими системами. Исследуемые системы классифицированы на несколько групп, исходя из принципов их функционирования и выбранных технологических решений. Для каждого типа систем приведено описание их основных свойств, включая возможные способы для взаимодействия.
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На основе проведённого анализа предложен подход к организации единого рабочего пространства с доступом к разнородным территориально-распределённым вычислительным системам в рамках общей экосистемы. Описаны архитектура предлагаемой экосистемы и правила взаимодействия её участников. Продемонстрирован программный прототип, реализующий названные принципы, на примере нескольких разнородных систем по обработке геологической информации.
</p></abstract><trans-abstract xml:lang="en"><p>This paper discusses heterogeneous geographically distributed computing systems for processing geological data and approaches to organizing interaction with these systems. The systems are classified by the authors into a number of groups based on the main functional capabilities and technological solutions. A description of the main properties for each type of systems is given, including possible ways for interaction.
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An approach is proposed for organizing a single workspace with access to heterogeneous geographically distributed computing systems within the ecosystem developed by the authors. The architecture of the proposed solution and the rules of interaction for its participants are described. A software prototype is demonstrated that implements the described principles on the example of several heterogeneous systems for processing geological information.
</p></trans-abstract><kwd-group xml:lang="ru"><kwd>вычислительно-аналитическая среда</kwd><kwd>облачные сервисы</kwd><kwd>веб-сервисы</kwd><kwd>программные платформы</kwd></kwd-group><kwd-group xml:lang="en"><kwd>computing and analytical environment</kwd><kwd>cloud services</kwd><kwd>web services</kwd><kwd>software platforms</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">Eremenko V. S., Naumova V. V., Platonov K. A., Dyakov S. E., Eremenko A. S. The main components of a distributed computational and analytical environment for the scientific study of geological systems // Russian Journal of Earth Sciences. 2018. Vol. 18, Issue 6.</mixed-citation><mixed-citation xml:lang="en">Eremenko V. S., Naumova V. V., Platonov K. A., Dyakov S. E., Eremenko A. S. The main components of a distributed computational and analytical environment for the scientific study of geological systems // Russian Journal of Earth Sciences. 2018. Vol. 18, Issue 6.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Moser L., Thuraisingham B., Zhang J. Services in the cloud // IEEE transactions on services computing. 2015. Vol. 8, No. 2. https://doi.org/10.1007/978-3-319-41267-2_63</mixed-citation><mixed-citation xml:lang="en">Moser L., Thuraisingham B., Zhang J. Services in the cloud // IEEE transactions on services computing. 2015. Vol. 8, No. 2. https://doi.org/10.1007/978-3-319-41267-2_63</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Федотов A.M., Барахнин В.Б., Гуськов А.Е., Молородов Ю.И. Распределенная информационно-аналитическая среда для исследований экологических систем // Вычислительные технологии. 2006. Т. 11. Спец. вып. С. 113–125.</mixed-citation><mixed-citation xml:lang="en">Федотов A.M., Барахнин В.Б., Гуськов А.Е., Молородов Ю.И. Распределенная информационно-аналитическая среда для исследований экологических систем // Вычислительные технологии. 2006. Т. 11. Спец. вып. С. 113–125.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Gordov E.P., Krupchatnikov V.N., Okladnikov I.G., and Fazliev A.Z. Thematic virtual research environment for analysis, evaluation and prediction of global climate change impacts on the regional environment // Proc. SPIE 10035, 22nd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 100356J (29 November 2016); http://doi.org/10.1117/12.2249118</mixed-citation><mixed-citation xml:lang="en">Gordov E.P., Krupchatnikov V.N., Okladnikov I.G., and Fazliev A.Z. Thematic virtual research environment for analysis, evaluation and prediction of global climate change impacts on the regional environment // Proc. SPIE 10035, 22nd International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 100356J (29 November 2016); http://doi.org/10.1117/12.2249118</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Candela L., Castelli D., and Pagano P., 2013. Virtual Research Environments: An Overview and a Research Agenda. Data Science Journal. 2013. Vol. 12. P. GRDI75–GRDI81. http://doi.org/10.2481/dsj.GRDI-013</mixed-citation><mixed-citation xml:lang="en">Candela L., Castelli D., and Pagano P., 2013. Virtual Research Environments: An Overview and a Research Agenda. Data Science Journal. 2013. Vol. 12. P. GRDI75–GRDI81. http://doi.org/10.2481/dsj.GRDI-013</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Бычков И.В., Ружников Г.М., Фёдоров Р.К., Шумилов А.С. Компоненты среды WPS-сервисов обработки геоданных // Вестник НГУ. Серия: Информационные технологии. 2014. Т. 12, Выпуск 3. С. 16–24.</mixed-citation><mixed-citation xml:lang="en">Бычков И.В., Ружников Г.М., Фёдоров Р.К., Шумилов А.С. Компоненты среды WPS-сервисов обработки геоданных // Вестник НГУ. Серия: Информационные технологии. 2014. Т. 12, Выпуск 3. С. 16–24.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Eremenko V.S., Naumova V.V. A multi-platform ecosystem for computing in Earth sciences // CEUR Workshop Proceedings. 2021. Vol. 3006. P. 67–73. http://doi.org/10.25743/SDM.2021.70.81.010</mixed-citation><mixed-citation xml:lang="en">Eremenko V.S., Naumova V.V. A multi-platform ecosystem for computing in Earth sciences // CEUR Workshop Proceedings. 2021. Vol. 3006. P. 67–73. http://doi.org/10.25743/SDM.2021.70.81.010</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>
