The stochastic model of information system services identification process
This article refers to labor costs estimation of information system functional requirements design problem in a service-oriented architecture. Stochastic model of information system services identification process is offered for this purpose, which allows providing the estimation of expected project...
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| Format: | Article |
| Language: | English |
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Ivannikov Institute for System Programming of the Russian Academy of Sciences
2018-10-01
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| Series: | Труды Института системного программирования РАН |
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| Online Access: | https://ispranproceedings.elpub.ru/jour/article/view/834 |
| _version_ | 1818359774203346944 |
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| author | G. Tsiperman |
| author_facet | G. Tsiperman |
| author_sort | G. Tsiperman |
| collection | DOAJ |
| description | This article refers to labor costs estimation of information system functional requirements design problem in a service-oriented architecture. Stochastic model of information system services identification process is offered for this purpose, which allows providing the estimation of expected project objects and interrelations amount using minimal initial data. This model is based on automated business-process decomposition representation as a branching random supercritical Galton-Watson process. Decomposition elements relation design is been modeled as connected random graph construction process by Erdosh-Renyi model. Model predictions have been confirmed through verification by experimental data. |
| first_indexed | 2024-12-13T20:50:14Z |
| format | Article |
| id | doaj.art-b9776c5826b341b2a8bb7fb43a8b2571 |
| institution | Directory Open Access Journal |
| issn | 2079-8156 2220-6426 |
| language | English |
| last_indexed | 2024-12-13T20:50:14Z |
| publishDate | 2018-10-01 |
| publisher | Ivannikov Institute for System Programming of the Russian Academy of Sciences |
| record_format | Article |
| series | Труды Института системного программирования РАН |
| spelling | doaj.art-b9776c5826b341b2a8bb7fb43a8b25712022-12-21T23:31:54ZengIvannikov Institute for System Programming of the Russian Academy of SciencesТруды Института системного программирования РАН2079-81562220-64262018-10-0126572810.15514/ISPRAS-2014-26(5)-1834The stochastic model of information system services identification processG. Tsiperman0ФГУП НИИ «Восход»This article refers to labor costs estimation of information system functional requirements design problem in a service-oriented architecture. Stochastic model of information system services identification process is offered for this purpose, which allows providing the estimation of expected project objects and interrelations amount using minimal initial data. This model is based on automated business-process decomposition representation as a branching random supercritical Galton-Watson process. Decomposition elements relation design is been modeled as connected random graph construction process by Erdosh-Renyi model. Model predictions have been confirmed through verification by experimental data.https://ispranproceedings.elpub.ru/jour/article/view/834сервисидентификациястохастическая модельветвящийся процессслучайный графоценка времени проектированиятрудозатратысервис-ориентированная архитектура |
| spellingShingle | G. Tsiperman The stochastic model of information system services identification process Труды Института системного программирования РАН сервис идентификация стохастическая модель ветвящийся процесс случайный граф оценка времени проектирования трудозатраты сервис-ориентированная архитектура |
| title | The stochastic model of information system services identification process |
| title_full | The stochastic model of information system services identification process |
| title_fullStr | The stochastic model of information system services identification process |
| title_full_unstemmed | The stochastic model of information system services identification process |
| title_short | The stochastic model of information system services identification process |
| title_sort | stochastic model of information system services identification process |
| topic | сервис идентификация стохастическая модель ветвящийся процесс случайный граф оценка времени проектирования трудозатраты сервис-ориентированная архитектура |
| url | https://ispranproceedings.elpub.ru/jour/article/view/834 |
| work_keys_str_mv | AT gtsiperman thestochasticmodelofinformationsystemservicesidentificationprocess AT gtsiperman stochasticmodelofinformationsystemservicesidentificationprocess |