TY - JOUR
T1 - An overview of design patterns for self-adaptive systems in the context of the internet of things
AU - Krupitzer, C.
AU - Temizer, T.
AU - Prantl, T.
AU - Raibulet, C.
PY - 2020
Y1 - 2020
N2 - © 2020 Institute of Electrical and Electronics Engineers Inc.. All rights reserved.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 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.
AB - © 2020 Institute of Electrical and Electronics Engineers Inc.. All rights reserved.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 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.
U2 - 10.1109/ACCESS.2020.3031189
DO - 10.1109/ACCESS.2020.3031189
M3 - Review article
SN - 2169-3536
VL - 8
SP - 187384
EP - 187399
JO - IEEE Access
JF - IEEE Access
ER -