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

Please always quote using this URN: urn:nbn:de:bvb:20-opus-229984
  • 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.show moreshow less

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Metadaten
Author: Christian KrupitzerORCiD, Timur Temizer, Thomas Prantl, Claudia Raibulet
URN:urn:nbn:de:bvb:20-opus-229984
Document Type:Journal article
Faculties:Fakultät für Mathematik und Informatik / Institut für Informatik
Language:English
Parent Title (English):IEEE Access
Year of Completion:2020
Volume:8
Pagenumber:187384-187399
Source:IEEE Access 8(2020), 187384-187399. DOI: 10.1109/ACCESS.2020.3031189
DOI:https://doi.org/10.1109/ACCESS.2020.3031189
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 000 Informatik, Informationswissenschaft, allgemeine Werke
Tag:Design patterns; Internet of Things; IoT; self-adaptive systems; software engineering
Release Date:2021/04/19
Collections:Open-Access-Publikationsfonds / Förderzeitraum 2020
Licence (German):License LogoCC BY: Creative-Commons-Lizenz: Namensnennung 4.0 International