Software for Graph Analysis and Visualization

This paper describes the software for graph storage, analysis and visualization. The article presents a comparative analysis of existing software for analysis and visualization of graphs, describes the overall architecture of application and basic principles of construction and operation of the main...

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Main Authors: M. I. Kolomeychenko, A. A. Zolotyh, I. V. Polyakov, A. M. Chepovskiy
Format: Article
Language:English
Published: Yaroslavl State University 2014-12-01
Series:Моделирование и анализ информационных систем
Subjects:
Online Access:https://www.mais-journal.ru/jour/article/view/79
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author M. I. Kolomeychenko
A. A. Zolotyh
I. V. Polyakov
A. M. Chepovskiy
author_facet M. I. Kolomeychenko
A. A. Zolotyh
I. V. Polyakov
A. M. Chepovskiy
author_sort M. I. Kolomeychenko
collection DOAJ
description This paper describes the software for graph storage, analysis and visualization. The article presents a comparative analysis of existing software for analysis and visualization of graphs, describes the overall architecture of application and basic principles of construction and operation of the main modules. Furthermore, a description of the developed graph storage oriented to storage and processing of large-scale graphs is presented. The developed algorithm for finding communities and implemented algorithms of autolayouts of graphs are the main functionality of the product. The main advantage of the developed software is high speed processing of large size networks (up to millions of nodes and links). Moreover, the proposed graph storage architecture is unique and has no analogues. The developed approaches and algorithms are optimized for operating with big graphs and have high productivity.
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spelling doaj.art-0118f62f9a28499faa5850f04b1fcd552023-03-13T08:07:32ZengYaroslavl State UniversityМоделирование и анализ информационных систем1818-10152313-54172014-12-0121615516810.18255/1818-1015-2014-6-155-16873Software for Graph Analysis and VisualizationM. I. Kolomeychenko0A. A. Zolotyh1I. V. Polyakov2A. M. Chepovskiy3Национальный исследовательский университет "Высшая школа экономики"Московский государственный университет печати имени Ивана ФедороваНациональный исследовательский университет "Высшая школа экономики"Национальный исследовательский университет "Высшая школа экономики"This paper describes the software for graph storage, analysis and visualization. The article presents a comparative analysis of existing software for analysis and visualization of graphs, describes the overall architecture of application and basic principles of construction and operation of the main modules. Furthermore, a description of the developed graph storage oriented to storage and processing of large-scale graphs is presented. The developed algorithm for finding communities and implemented algorithms of autolayouts of graphs are the main functionality of the product. The main advantage of the developed software is high speed processing of large size networks (up to millions of nodes and links). Moreover, the proposed graph storage architecture is unique and has no analogues. The developed approaches and algorithms are optimized for operating with big graphs and have high productivity.https://www.mais-journal.ru/jour/article/view/79графанализ графавизуализация графаграфовое хранилищеархитектура программного обеспечения
spellingShingle M. I. Kolomeychenko
A. A. Zolotyh
I. V. Polyakov
A. M. Chepovskiy
Software for Graph Analysis and Visualization
Моделирование и анализ информационных систем
граф
анализ графа
визуализация графа
графовое хранилище
архитектура программного обеспечения
title Software for Graph Analysis and Visualization
title_full Software for Graph Analysis and Visualization
title_fullStr Software for Graph Analysis and Visualization
title_full_unstemmed Software for Graph Analysis and Visualization
title_short Software for Graph Analysis and Visualization
title_sort software for graph analysis and visualization
topic граф
анализ графа
визуализация графа
графовое хранилище
архитектура программного обеспечения
url https://www.mais-journal.ru/jour/article/view/79
work_keys_str_mv AT mikolomeychenko softwareforgraphanalysisandvisualization
AT aazolotyh softwareforgraphanalysisandvisualization
AT ivpolyakov softwareforgraphanalysisandvisualization
AT amchepovskiy softwareforgraphanalysisandvisualization