A Digital Twin Architecture for the Provisioning, Management, and Monitoring of Heterogenous IoT Devices

IoT devices must often be configured to be remotely managed and monitored. The configuration process is referred to as a provisioning process, where the device is configured into an operational state. This paper presents a DT architecture for provisioning, managing, and monitoring heterogeneous IoT devices. The architecture is targeted towards the device-as-a-service (DaaS) context, where the complexities involved in managing IoT devices is hidden from the user, and where the uptime of the IoT devices is critical. Device management here includes installing applications on the devices (to fulfill the functional requirements of the user) and monitoring the devices. The architecture presented here is aimed at use in a large manufacturing enterprise, such as an automotive manufacturer. A preliminary evaluation of the architecture shows its potential to dynamically handle the provisioning, managing, and monitoring of IoT devices. The preliminary evaluation shows how the architecture supports devices that use both publish-subscribe and request-response interaction methods, and even handle complex scenarios containing a human in the loop.

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Publication Details

Published
2024-09-22
DOI
https://doi.org/10.1145/3652620.3688258
Citations
6
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
2.09
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article

A Digital Twin Architecture for the Provisioning, Management, and Monitoring of Heterogenous IoT Devices

Anton Basson, Karel Kruger, Jean-Marc Maree
6 citations
Digital Transformation in Industry
2.09
article

A Digital Twin Architecture for the Provisioning, Management, and Monitoring of Heterogenous IoT Devices

Anton Basson, Karel Kruger, Jean-Marc Maree
article en
6 citations

Abstract

IoT devices must often be configured to be remotely managed and monitored. The configuration process is referred to as a provisioning process, where the device is configured into an operational state. This paper presents a DT architecture for provisioning, managing, and monitoring heterogeneous IoT devices. The architecture is targeted towards the device-as-a-service (DaaS) context, where the complexities involved in managing IoT devices is hidden from the user, and where the uptime of the IoT devices is critical. Device management here includes installing applications on the devices (to fulfill the functional requirements of the user) and monitoring the devices. The architecture presented here is aimed at use in a large manufacturing enterprise, such as an automotive manufacturer. A preliminary evaluation of the architecture shows its potential to dynamically handle the provisioning, managing, and monitoring of IoT devices. The preliminary evaluation shows how the architecture supports devices that use both publish-subscribe and request-response interaction methods, and even handle complex scenarios containing a human in the loop.

Stellenbosch University (ZA)
Industry, innovation and infrastructure
Openalex Percentile: Top 12%
Digital Transformation in Industry
2.09
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A Digital Twin Architecture for the Provisioning, Management, and Monitoring of Heterogenous IoT Devices — Anton Basson, Karel Kruger, et al. · (2024) | TGRS Research Map | TGRS