Modeling-framework for model-based software engineering of complex Internet of things systems

Internet of things (IoT) systems are composed of variety of units from different domains. While developing a complete IoT system, different professionals from different domains may have to work in collaboration. In this paper we provide a framework which allows using discrete and continuous time mod...

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Autores principales:	Khurrum Mustafa Abbasi, Tamim Ahmed Khan, Irfan ul Haq
Formato:	article
Lenguaje:	EN
Publicado:	AIMS Press 2021
Materias:	internet of things modeling complex systems modeling framework software engineering service-oriented computing model driven engineering Biotechnology TP248.13-248.65 Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/95eeaf5da65d449da137322482ea7724
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spelling	oai:doaj.org-article:95eeaf5da65d449da137322482ea77242021-11-29T05:58:12ZModeling-framework for model-based software engineering of complex Internet of things systems10.3934/mbe.20214581551-0018https://doaj.org/article/95eeaf5da65d449da137322482ea77242021-10-01T00:00:00Zhttps://www.aimspress.com/article/doi/10.3934/mbe.2021458?viewType=HTMLhttps://doaj.org/toc/1551-0018Internet of things (IoT) systems are composed of variety of units from different domains. While developing a complete IoT system, different professionals from different domains may have to work in collaboration. In this paper we provide a framework which allows using discrete and continuous time modeling and simulation approaches in combination for IoT systems. The proposed framework demonstrates on how to model Ad-hoc and general IoT systems for software engineering purpose. We demonstrate that model-based software engineering on one hand can provide a common platform to overcome communication gaps among collaborating stakeholders whereas, on the other hand can model and integrate heterogeneous components of IoT systems. While modeling heterogeneous IoT systems, one of the major challenges is to apply continuous and discrete time modeling on intrinsically varying components of the system. Another difficulty may be how to compose these heterogeneous components into one whole system. The proposed framework provides a road-map to model discrete, continuous, Ad-hoc, general systems along with composition mechanism of heterogeneous subsystems. The framework uses a combination of Agent-based modeling, Aspect-oriented modeling, contract-based modeling and services-oriented modeling concepts. We used this framework to model a scenario example of a service-oriented IoT system as proof of concept. We analyzed our framework with existing systems and discussed it in details. Our framework provides a mechanism to model different viewpoints. The framework also enhances the completeness and consistency of the IoT software models.Khurrum Mustafa AbbasiTamim Ahmed KhanIrfan ul HaqAIMS Pressarticleinternet of thingsmodeling complex systemsmodeling frameworksoftware engineeringservice-oriented computingmodel driven engineeringBiotechnologyTP248.13-248.65MathematicsQA1-939ENMathematical Biosciences and Engineering, Vol 18, Iss 6, Pp 9312-9335 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	internet of things modeling complex systems modeling framework software engineering service-oriented computing model driven engineering Biotechnology TP248.13-248.65 Mathematics QA1-939
spellingShingle	internet of things modeling complex systems modeling framework software engineering service-oriented computing model driven engineering Biotechnology TP248.13-248.65 Mathematics QA1-939 Khurrum Mustafa Abbasi Tamim Ahmed Khan Irfan ul Haq Modeling-framework for model-based software engineering of complex Internet of things systems
description	Internet of things (IoT) systems are composed of variety of units from different domains. While developing a complete IoT system, different professionals from different domains may have to work in collaboration. In this paper we provide a framework which allows using discrete and continuous time modeling and simulation approaches in combination for IoT systems. The proposed framework demonstrates on how to model Ad-hoc and general IoT systems for software engineering purpose. We demonstrate that model-based software engineering on one hand can provide a common platform to overcome communication gaps among collaborating stakeholders whereas, on the other hand can model and integrate heterogeneous components of IoT systems. While modeling heterogeneous IoT systems, one of the major challenges is to apply continuous and discrete time modeling on intrinsically varying components of the system. Another difficulty may be how to compose these heterogeneous components into one whole system. The proposed framework provides a road-map to model discrete, continuous, Ad-hoc, general systems along with composition mechanism of heterogeneous subsystems. The framework uses a combination of Agent-based modeling, Aspect-oriented modeling, contract-based modeling and services-oriented modeling concepts. We used this framework to model a scenario example of a service-oriented IoT system as proof of concept. We analyzed our framework with existing systems and discussed it in details. Our framework provides a mechanism to model different viewpoints. The framework also enhances the completeness and consistency of the IoT software models.
format	article
author	Khurrum Mustafa Abbasi Tamim Ahmed Khan Irfan ul Haq
author_facet	Khurrum Mustafa Abbasi Tamim Ahmed Khan Irfan ul Haq
author_sort	Khurrum Mustafa Abbasi
title	Modeling-framework for model-based software engineering of complex Internet of things systems
title_short	Modeling-framework for model-based software engineering of complex Internet of things systems
title_full	Modeling-framework for model-based software engineering of complex Internet of things systems
title_fullStr	Modeling-framework for model-based software engineering of complex Internet of things systems
title_full_unstemmed	Modeling-framework for model-based software engineering of complex Internet of things systems
title_sort	modeling-framework for model-based software engineering of complex internet of things systems
publisher	AIMS Press
publishDate	2021
url	https://doaj.org/article/95eeaf5da65d449da137322482ea7724
work_keys_str_mv	AT khurrummustafaabbasi modelingframeworkformodelbasedsoftwareengineeringofcomplexinternetofthingssystems AT tamimahmedkhan modelingframeworkformodelbasedsoftwareengineeringofcomplexinternetofthingssystems AT irfanulhaq modelingframeworkformodelbasedsoftwareengineeringofcomplexinternetofthingssystems
_version_	1718407600185278464

Modeling-framework for model-based software engineering of complex Internet of things systems

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