A PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION

The adaptation of the software architecture caused by the change of the software survival environment needs to be realized through the reconfiguration of the connector of the software architecture. To tackle the limitation of passive connectors, a proactive adaptation model based on resource predict...

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Autores principales:	Hua Wang, Jian Yu
Formato:	article
Lenguaje:	EN
Publicado:	Yeshwantrao Chavan College of Engineering, India 2021
Materias:	connector proactive adaptation resource prediction kalman filter Electrical engineering. Electronics. Nuclear engineering TK1-9971 Mechanical engineering and machinery TJ1-1570
Acceso en línea:	https://doaj.org/article/d0c12b771e80449691007ca4dc78ca49
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id	oai:doaj.org-article:d0c12b771e80449691007ca4dc78ca49
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spelling	oai:doaj.org-article:d0c12b771e80449691007ca4dc78ca492021-11-26T10:27:24ZA PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION10.46565/jreas.2021.v06i04.0092456-6403https://doaj.org/article/d0c12b771e80449691007ca4dc78ca492021-10-01T00:00:00Zhttp://www.mgijournal.com/Data/Issues_AdminPdf/310/ID%209%20(1).pdfhttps://doaj.org/toc/2456-6403The adaptation of the software architecture caused by the change of the software survival environment needs to be realized through the reconfiguration of the connector of the software architecture. To tackle the limitation of passive connectors, a proactive adaptation model based on resource prediction is proposed by employing Kalman filter, which realizes the modification of component connection and the dynamic configuration of the architecture, and enhances the adaptability of the target system. Three proactive adaptation strategies are proposed, and the basis of the adaptation policy is quantified by the influence factors value. After the method is applied to an actual online health assessment assistant system, the adaptability and service quality of the target system are improved.Hua Wang Jian YuYeshwantrao Chavan College of Engineering, Indiaarticleconnectorproactive adaptationresource predictionkalman filterElectrical engineering. Electronics. Nuclear engineeringTK1-9971Mechanical engineering and machineryTJ1-1570ENJournal of Research in Engineering and Applied Sciences, Vol 6, Iss 4, Pp 196-203 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	connector proactive adaptation resource prediction kalman filter Electrical engineering. Electronics. Nuclear engineering TK1-9971 Mechanical engineering and machinery TJ1-1570
spellingShingle	connector proactive adaptation resource prediction kalman filter Electrical engineering. Electronics. Nuclear engineering TK1-9971 Mechanical engineering and machinery TJ1-1570 Hua Wang Jian Yu A PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION
description	The adaptation of the software architecture caused by the change of the software survival environment needs to be realized through the reconfiguration of the connector of the software architecture. To tackle the limitation of passive connectors, a proactive adaptation model based on resource prediction is proposed by employing Kalman filter, which realizes the modification of component connection and the dynamic configuration of the architecture, and enhances the adaptability of the target system. Three proactive adaptation strategies are proposed, and the basis of the adaptation policy is quantified by the influence factors value. After the method is applied to an actual online health assessment assistant system, the adaptability and service quality of the target system are improved.
format	article
author	Hua Wang Jian Yu
author_facet	Hua Wang Jian Yu
author_sort	Hua Wang
title	A PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION
title_short	A PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION
title_full	A PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION
title_fullStr	A PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION
title_full_unstemmed	A PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION
title_sort	proactive adaptation model base on resource prediction
publisher	Yeshwantrao Chavan College of Engineering, India
publishDate	2021
url	https://doaj.org/article/d0c12b771e80449691007ca4dc78ca49
work_keys_str_mv	AT huawang aproactiveadaptationmodelbaseonresourceprediction AT jianyu aproactiveadaptationmodelbaseonresourceprediction AT huawang proactiveadaptationmodelbaseonresourceprediction AT jianyu proactiveadaptationmodelbaseonresourceprediction
_version_	1718409685122416640

A PROACTIVE ADAPTATION MODEL BASE ON RESOURCE PREDICTION

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