The Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach

The need for the development of fast and efficient software requires the automation during the build, test and release stages. Thus, a methodology of the continuous integration and continuous delivery (CI/CD) emerges which using a continuous integration server which makes easier automatical build, t...

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Autores principales:	Medvedev Denis, Aksyonov Konstantin
Formato:	article
Lenguaje:	EN FR
Publicado:	EDP Sciences 2021
Materias:	Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/a7bc78bc51cc4f8dafd62236527acb0b
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spelling	oai:doaj.org-article:a7bc78bc51cc4f8dafd62236527acb0b2021-11-08T15:20:44ZThe Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach2261-236X10.1051/matecconf/202134603095https://doaj.org/article/a7bc78bc51cc4f8dafd62236527acb0b2021-01-01T00:00:00Zhttps://www.matec-conferences.org/articles/matecconf/pdf/2021/15/matecconf_icmtmte2021_03095.pdfhttps://doaj.org/toc/2261-236XThe need for the development of fast and efficient software requires the automation during the build, test and release stages. Thus, a methodology of the continuous integration and continuous delivery (CI/CD) emerges which using a continuous integration server which makes easier automatical build, test, and package of the new feature settings. Poor understanding and execution of CI/CD operations can slow down and even stop the pace of a software project. Many bottlenecks in the CI/CD pipeline can arise from misconfiguration, in other words, an inadequate level of automation, inappropriate agent characteristics, and a suboptimal queuing strategy. On the other hand, the finding a way to analyze and improve the settings of the CI/CD pipeline brings great management and economic benefits, since an optimal configuration ultimately implies high efficiency. In this regard, this study attempts to develop a simulation model that will provide a testing environment for a variety of factors that affect CI/ CD performance. The present study, therefore, aims to provide a pipeline simulation model based on the logic of a queuing system, which is based on a multi-agent approach and an experimental environment that allows you to test different settings and scenarios.Medvedev DenisAksyonov KonstantinEDP SciencesarticleEngineering (General). Civil engineering (General)TA1-2040ENFRMATEC Web of Conferences, Vol 346, p 03095 (2021)
institution	DOAJ
collection	DOAJ
language	EN FR
topic	Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	Engineering (General). Civil engineering (General) TA1-2040 Medvedev Denis Aksyonov Konstantin The Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach
description	The need for the development of fast and efficient software requires the automation during the build, test and release stages. Thus, a methodology of the continuous integration and continuous delivery (CI/CD) emerges which using a continuous integration server which makes easier automatical build, test, and package of the new feature settings. Poor understanding and execution of CI/CD operations can slow down and even stop the pace of a software project. Many bottlenecks in the CI/CD pipeline can arise from misconfiguration, in other words, an inadequate level of automation, inappropriate agent characteristics, and a suboptimal queuing strategy. On the other hand, the finding a way to analyze and improve the settings of the CI/CD pipeline brings great management and economic benefits, since an optimal configuration ultimately implies high efficiency. In this regard, this study attempts to develop a simulation model that will provide a testing environment for a variety of factors that affect CI/ CD performance. The present study, therefore, aims to provide a pipeline simulation model based on the logic of a queuing system, which is based on a multi-agent approach and an experimental environment that allows you to test different settings and scenarios.
format	article
author	Medvedev Denis Aksyonov Konstantin
author_facet	Medvedev Denis Aksyonov Konstantin
author_sort	Medvedev Denis
title	The Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach
title_short	The Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach
title_full	The Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach
title_fullStr	The Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach
title_full_unstemmed	The Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach
title_sort	development of a simulation model for assessing the ci/cd pipeline quality in the development of information systems based on a multi-agent approach
publisher	EDP Sciences
publishDate	2021
url	https://doaj.org/article/a7bc78bc51cc4f8dafd62236527acb0b
work_keys_str_mv	AT medvedevdenis thedevelopmentofasimulationmodelforassessingthecicdpipelinequalityinthedevelopmentofinformationsystemsbasedonamultiagentapproach AT aksyonovkonstantin thedevelopmentofasimulationmodelforassessingthecicdpipelinequalityinthedevelopmentofinformationsystemsbasedonamultiagentapproach AT medvedevdenis developmentofasimulationmodelforassessingthecicdpipelinequalityinthedevelopmentofinformationsystemsbasedonamultiagentapproach AT aksyonovkonstantin developmentofasimulationmodelforassessingthecicdpipelinequalityinthedevelopmentofinformationsystemsbasedonamultiagentapproach
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The Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach

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