Information Analysis Support for Decision-Making in Scientific and Technological Development
This paper presents the development of an information and analytical system to foster scientific and technological development in a given scientific field. In this work, the main software tools for implementing distributed computing, which involves a set of software components for collecting, pr...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Universitas Indonesia
2020-12-01
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| Series: | International Journal of Technology |
| Subjects: | |
| Online Access: | https://ijtech.eng.ui.ac.id/article/view/4465 |
| _version_ | 1797972349871456256 |
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| author | Boris Onykiy Evgeniy Antonov Alexey Artamonov Evgeny Tretyakov |
| author_facet | Boris Onykiy Evgeniy Antonov Alexey Artamonov Evgeny Tretyakov |
| author_sort | Boris Onykiy |
| collection | DOAJ |
| description | This
paper presents the development of an information and analytical system to
foster scientific and technological development in a given scientific field. In
this work, the main software tools for implementing distributed computing,
which involves a set of software components for collecting, processing, and
analyzing large amounts of data, are considered. In addition, various
approaches for task coordination between different sets of software are
discussed and techniques for storing large amounts of data are described. The
system architecture and database schema are designed and tested. Nowadays, the
intellectualization of individual software agents is a key aspect of a new
generation of multiagent systems. For this reason, this paper develops an
approach that can organize activities of a large number of software agents to
increase system intellectualization through swarm intelligence at the level of
individual agents. Three remote servers were used to build and test the system
deployment, comprising such components as a platform for monitoring and
scheduling workflow, data storage, and a graphical user interface that enables
data retrieval and interaction on the Internet. |
| first_indexed | 2024-04-11T03:47:06Z |
| format | Article |
| id | doaj.art-03b2061d85a148fea81d2a4e5a0fbae0 |
| institution | Directory Open Access Journal |
| issn | 2086-9614 2087-2100 |
| language | English |
| last_indexed | 2024-04-11T03:47:06Z |
| publishDate | 2020-12-01 |
| publisher | Universitas Indonesia |
| record_format | Article |
| series | International Journal of Technology |
| spelling | doaj.art-03b2061d85a148fea81d2a4e5a0fbae02023-01-02T02:26:07ZengUniversitas IndonesiaInternational Journal of Technology2086-96142087-21002020-12-011161125113510.14716/ijtech.v11i6.44654465Information Analysis Support for Decision-Making in Scientific and Technological DevelopmentBoris Onykiy0Evgeniy Antonov1Alexey Artamonov2Evgeny Tretyakov3Department of Analysis of Competitive Systems, National Research Nuclear University MEPhI, Kashirskoe hwy, 31, Moscow, 115409, Russian FederationLaboratory of Advanced Storage and Processing Systems for Ultra Large Data, Plekhanov Russian University of Economics, Stremyanny lane 36, Moscow, 117997, Russian FederationDepartment of Analysis of Competitive Systems, National Research Nuclear University MEPhI, Kashirskoe hwy, 31, Moscow, 115409, Russian FederationLaboratory of Advanced Storage and Processing Systems for Ultra Large Data, Plekhanov Russian University of Economics, Stremyanny lane 36, Moscow, 117997, Russian FederationThis paper presents the development of an information and analytical system to foster scientific and technological development in a given scientific field. In this work, the main software tools for implementing distributed computing, which involves a set of software components for collecting, processing, and analyzing large amounts of data, are considered. In addition, various approaches for task coordination between different sets of software are discussed and techniques for storing large amounts of data are described. The system architecture and database schema are designed and tested. Nowadays, the intellectualization of individual software agents is a key aspect of a new generation of multiagent systems. For this reason, this paper develops an approach that can organize activities of a large number of software agents to increase system intellectualization through swarm intelligence at the level of individual agents. Three remote servers were used to build and test the system deployment, comprising such components as a platform for monitoring and scheduling workflow, data storage, and a graphical user interface that enables data retrieval and interaction on the Internet.https://ijtech.eng.ui.ac.id/article/view/4465apache airflowdata collectiondata storingdistributed computingmultiagent system |
| spellingShingle | Boris Onykiy Evgeniy Antonov Alexey Artamonov Evgeny Tretyakov Information Analysis Support for Decision-Making in Scientific and Technological Development International Journal of Technology apache airflow data collection data storing distributed computing multiagent system |
| title | Information Analysis Support for Decision-Making in Scientific and Technological Development |
| title_full | Information Analysis Support for Decision-Making in Scientific and Technological Development |
| title_fullStr | Information Analysis Support for Decision-Making in Scientific and Technological Development |
| title_full_unstemmed | Information Analysis Support for Decision-Making in Scientific and Technological Development |
| title_short | Information Analysis Support for Decision-Making in Scientific and Technological Development |
| title_sort | information analysis support for decision making in scientific and technological development |
| topic | apache airflow data collection data storing distributed computing multiagent system |
| url | https://ijtech.eng.ui.ac.id/article/view/4465 |
| work_keys_str_mv | AT borisonykiy informationanalysissupportfordecisionmakinginscientificandtechnologicaldevelopment AT evgeniyantonov informationanalysissupportfordecisionmakinginscientificandtechnologicaldevelopment AT alexeyartamonov informationanalysissupportfordecisionmakinginscientificandtechnologicaldevelopment AT evgenytretyakov informationanalysissupportfordecisionmakinginscientificandtechnologicaldevelopment |