UniTwin: Pushing Universal Digital Twins Into the Clouds Through Reconfigurable Container Environments

The increasing intersection of physical and digital spaces through intelligent digital twins (DTs) is revolutionizing real-world facilities and processes. While DTs are mainly used in engineering and manufacturing, there is an urgent need to extend their theoretical and practical applications to different domains. This paper presents UniTwin, a comprehensive framework developed for the deployment and aggregation of cloud-native universal DTs in containerized environments. The UniTwin framework addresses key challenges such as modularity, domain independence, flexibility of implementation, and scalability. By using a composite design pattern, the framework ensures robust and scalable DT management and enables efficient operation and migration across different environments. In detail, the article contributes the design, implementation, and validation of the UniTwin framework and demonstrates its effectiveness and potential for future diversified applications.

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Publication Details

Journal
IEEE Internet Computing
Published
2024-11-04
DOI
https://doi.org/10.1109/mic.2024.3489876
Citations
1
Primary Topic
Cloud Computing and Resource Management
Type
article
Field-Weighted Citation Impact
0.78
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UniTwin: Pushing Universal Digital Twins Into the Clouds Through Reconfigurable Container Environments

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UniTwin: Pushing Universal Digital Twins Into the Clouds Through Reconfigurable Container Environments

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article en
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Abstract

The increasing intersection of physical and digital spaces through intelligent digital twins (DTs) is revolutionizing real-world facilities and processes. While DTs are mainly used in engineering and manufacturing, there is an urgent need to extend their theoretical and practical applications to different domains. This paper presents UniTwin, a comprehensive framework developed for the deployment and aggregation of cloud-native universal DTs in containerized environments. The UniTwin framework addresses key challenges such as modularity, domain independence, flexibility of implementation, and scalability. By using a composite design pattern, the framework ensures robust and scalable DT management and enables efficient operation and migration across different environments. In detail, the article contributes the design, implementation, and validation of the UniTwin framework and demonstrates its effectiveness and potential for future diversified applications.

IEEE Internet ComputingVol. 29(1)
Technische Hochschule Mannheim (DE)
Openalex Percentile: Top 20%
Cloud Computing and Resource Management
0.78
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