Internet of things as system of systems: A review of methodologies, frameworks, platforms, and tools

G Fortino, C Savaglio, G Spezzano… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) is the latest example of the System of Systems (SoS), demanding
for both innovative and evolutionary approaches to tame its multifaceted aspects. Over the …

Wireless sensor network design methodologies: A survey

MS BenSaleh, R Saida, YH Kacem… - Journal of Sensors, 2020 - Wiley Online Library
Wireless sensor networks (WSNs) have grown considerably in recent years and have a
significant potential in different applications including health, environment, and military …

Designing and constructing internet-of-Things systems: An overview of the ecosystem

JP Dias, A Restivo, HS Ferreira - Internet of Things, 2022 - Elsevier
The current complexity of IoT systems and devices is a barrier to reach a healthy ecosystem,
mainly due to technological fragmentation and inherent heterogeneity. Meanwhile, the field …

Model-driven digital twin construction: synthesizing the integration of cyber-physical systems with their information systems

JC Kirchhof, J Michael, B Rumpe, S Varga… - Proceedings of the 23rd …, 2020 - dl.acm.org
Digital twins emerge in many disciplines to support engineering, monitoring, controlling, and
optimizing cyber-physical systems, such as airplanes, cars, factories, medical devices, or …

Agile methodologies applied to the development of Internet of Things (IoT)-based systems: A review

G Guerrero-Ulloa, C Rodríguez-Domínguez… - Sensors, 2023 - mdpi.com
Throughout the evolution of software systems, empirical methodologies have been used in
their development process, even in the Internet of Things (IoT) paradigm, to develop IoT …

Low-code engineering for internet of things: a state of research

F Ihirwe, D Di Ruscio, S Mazzini, P Pierini… - Proceedings of the 23rd …, 2020 - dl.acm.org
Developing Internet of Things (IoT) systems has to cope with several challenges mainly
because of the heterogeneity of the involved sub-systems and components. With the aim of …

Montithings: Model-driven development and deployment of reliable iot applications

JC Kirchhof, B Rumpe, D Schmalzing… - Journal of Systems and …, 2022 - Elsevier
Abstract Internet of Things (IoT) applications are exposed to harsh conditions due to factors
such as device failure, network problems, or implausible sensor values. We investigate how …

Methodology for the model-driven development of service oriented IoT applications

CM Sosa-Reyna, E Tello-Leal… - Journal of Systems …, 2018 - Elsevier
The main problem with the current technology solutions for Internet of Things (IoT) is located
at the application level, in which there is still a lack of software components, frameworks, and …

Quantitative verification-aided machine learning: A tandem approach for architecting self-adaptive IoT systems

J Cámara, H Muccini… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Architecting IoT systems able to guarantee Quality of Service (QoS) levels can be a
challenging task due to the inherent uncertainties (induced by changes in eg, energy …

Development methodologies for iot-based systems: challenges and research directions

MJ Hornos, M Quinde - Journal of Reliable Intelligent Environments, 2024 - Springer
The spread of IoT-based systems presents several potential benefits to society but still has
crucial challenges in different research areas. From the software development point of view …