A Software Architecture to enable Self-Organizing, Collaborative IoT Ressource Networks

Lewandowski, Tim; Henze, Dominic; Sauer, Markus; Nickles, Jochen; Bruegge, Bernd

doi:10.1109/fmec49853.2020.9144772

Cited by 7 publications

(2 citation statements)

References 24 publications

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“…To increase the safety and effectiveness of industrial processes, IIoT integrates several technical types of equipment ( e.g ., sensors, communication equipment) ( Tran, Yu & Riedl, 2020 ). Also, IIoT is commonly used to collect, process, and transmit data from industrial environments for both centralized ( Lewandowski et al, 2020 ) and decentralized ( Luchian et al, 2021 ) architectures.…”

Section: Related Workmentioning

confidence: 99%

BMDD: a novel approach for IoT platform (broker-less and microservice architecture, decentralized identity, and dynamic transmission messages)

Nguyen

et al. 2022

PeerJ Computer Science

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Undeniably, Internet of Things (IoT) devices are gradually getting better over time; and IoT-based systems play a significant role in our lives. The pervasiveness of the new essential service models is expanding, and includes self-driving cars, smart homes, smart cities, as well as promoting the development of some traditional fields such as agriculture, healthcare, and transportation; the development of IoT devices has not shown any sign of cooling down. On the one hand, several studies are coming up with many scenarios for IoT platforms, but some critical issues related to performance, speed, power consumption, availability, security, and scalability are not yet fully resolved. On the other hand, IoT devices are manufactured and developed by different organizations and individuals; hence, there is no unified standard (uniformity of IoT devices), i.e., sending and receiving messages among them and between them and the upper layer (e.g., edge devices). To address these issues, this paper proposes an IoT Platform called BMDD (Broker-less and Microservice architecture, Decentralized identity, and Dynamic transmission messages) that has a combination of two architectural models, including broker-less and microservices, with cutting-edge technologies such as decentralized identity and dynamic message transmission. The main contributions of this article are five-fold, including: (i) proposing broker-less and microservice for the IoT platform which can reduce single failure point of brokering architecture, easy to scale out and improve failover; (ii) providing a decentralized authentication mechanism which is suitable for IoT devices attribute (i.e., mobility, distributed); (iii) applying the Role-Based Access Control (RBAC) model for the authorization process; (iv) exploiting the gRPC protocol combined with the Kafka message queue enhances transmission rates, transmission reliability, and reduces power consumption in comparison with MQTT protocol; and (v) developing a dynamic message transmission mechanism that helps users communicate with any device, regardless of the manufacturer, since it provides very high homogeneity.

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Section: Related Workmentioning

confidence: 99%

BMDD: a novel approach for IoT platform (broker-less and microservice architecture, decentralized identity, and dynamic transmission messages)

Nguyen

et al. 2022

PeerJ Computer Science

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“…Autonomous IoT device management hence implies a division of tasks, with a central manager controlling the strategic direction and policies of the system, and the devices or agents acting on their behalf, deciding how to reach their goals [3]. The autonomy of devices can help to overcome challenges with the scale and heterogeneity of the systems.…”

Section: Introductionmentioning

confidence: 99%

Autonomous IoT Device Management Systems: Structured Review and Generalized Cognitive Model

Bråten

Kraemer

Palma

2021

IEEE Internet Things J.

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Research on autonomous management for largescale deployments of constrained devices is still a maturing field in the Internet of Things (IoT). Although much research has been conducted on how to achieve autonomous management in specific cases, there is a need for literature investigating which mechanisms can achieve such behavior in a generalized way. In this review, we present a comprehensive and structured study of the mechanisms for autonomous device management of constrained IoT devices in the light of management tasks, operational environment, network topology, resource constraints, scalability and management categories. Data extracted from 32 relevant cases is first organized and analyzed according to a synthesized taxonomy of observed adaptation mechanisms, and then combined with state-of-the-art models of autonomous operations, identifying common patterns for autonomous management. Based on our findings we substantiate best practices for designing and implementing solutions around adaptation mechanisms. We then present a generalized model for autonomous device management that describes and explains the processes required for autonomous operation, unifying the insights from previous works as one cohesive archetype.

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Tourist Experience and Technology Application in Bangladesh

Rahman

Hassan²

2021

Technology Application in the Tourism and Hospitality Industry of Bangladesh

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A Software Architecture to enable Self-Organizing, Collaborative IoT Ressource Networks

Cited by 7 publications

References 24 publications

BMDD: a novel approach for IoT platform (broker-less and microservice architecture, decentralized identity, and dynamic transmission messages)

BMDD: a novel approach for IoT platform (broker-less and microservice architecture, decentralized identity, and dynamic transmission messages)

Autonomous IoT Device Management Systems: Structured Review and Generalized Cognitive Model

Tourist Experience and Technology Application in Bangladesh

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