An Overview of Design Patterns for Self-Adaptive Systems in the Context of the Internet of Things

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  • The Internet of Things (IoT) requires the integration of all available, highly specialized, and heterogeneous devices, ranging from embedded sensor nodes to servers in the cloud. The self-adaptive research domain provides adaptive capabilities that can support the integration in IoT systems. However, developing such systems is a challenging, error-prone, and time-consuming task. In this context, design patterns propose already used and optimized solutions to specific problems in various contexts. Applying design patterns might help to reuseThe Internet of Things (IoT) requires the integration of all available, highly specialized, and heterogeneous devices, ranging from embedded sensor nodes to servers in the cloud. The self-adaptive research domain provides adaptive capabilities that can support the integration in IoT systems. However, developing such systems is a challenging, error-prone, and time-consuming task. In this context, design patterns propose already used and optimized solutions to specific problems in various contexts. Applying design patterns might help to reuse existing knowledge about similar development issues. However, so far, there is a lack of taxonomies on design patterns for self-adaptive systems. To tackle this issue, in this paper, we provide a taxonomy on design patterns for self-adaptive systems that can be transferred to support adaptivity in IoT systems. Besides describing the taxonomy and the design patterns, we discuss their applicability in an Industrial IoT case study.zeige mehrzeige weniger

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Autor(en): Christian KrupitzerORCiD, Timur Temizer, Thomas Prantl, Claudia Raibulet
URN:urn:nbn:de:bvb:20-opus-229984
Dokumentart:Artikel / Aufsatz in einer Zeitschrift
Institute der Universität:Fakultät für Mathematik und Informatik / Institut für Informatik
Sprache der Veröffentlichung:Englisch
Titel des übergeordneten Werkes / der Zeitschrift (Englisch):IEEE Access
Erscheinungsjahr:2020
Band / Jahrgang:8
Seitenangabe:187384-187399
Originalveröffentlichung / Quelle:IEEE Access 8(2020), 187384-187399. DOI: 10.1109/ACCESS.2020.3031189
DOI:https://doi.org/10.1109/ACCESS.2020.3031189
Allgemeine fachliche Zuordnung (DDC-Klassifikation):0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 000 Informatik, Informationswissenschaft, allgemeine Werke
Freie Schlagwort(e):Design patterns; Internet of Things; IoT; self-adaptive systems; software engineering
Datum der Freischaltung:19.04.2021
Sammlungen:Open-Access-Publikationsfonds / Förderzeitraum 2020
Lizenz (Deutsch):License LogoCC BY: Creative-Commons-Lizenz: Namensnennung 4.0 International