Application-Driven Network-Aware Digital Twin Management in Industrial Edge Environments
| Autor: | Matteo Mendula, Paolo Bellavista, Carlo Giannelli, Marco Mamei, Marco Picone |
|---|---|
| Přispěvatelé: | Bellavista P., Giannelli C., Mamei M., Mendula M., Picone M. |
| Rok vydání: | 2021 |
| Předmět: |
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Software Defined Networking Computer science Distributed computing Vibrations 02 engineering and technology computer.software_genre Edge Computing Industrial IoT Digital Twin Software Defined Networking Application-Driven Management Application-driven management NO Application lifecycle management Digital Twin Quality of service Industrial IoT 0202 electrical engineering electronic engineering information engineering Edge Computing Electrical and Electronic Engineering Edge computing Middleware Software defined networking (SDN) Network packet Payloads 020208 electrical & electronic engineering Application-Driven Management Digital twin Production Protocols Computer Science Applications Control and Systems Engineering Middleware (distributed applications) Digital twin (DT) Enhanced Data Rates for GSM Evolution Software-defined networking computer Information Systems |
| Zdroj: | IEEE Transactions on Industrial Informatics. 17:7791-7801 |
| ISSN: | 1941-0050 1551-3203 |
| DOI: | 10.1109/tii.2021.3067447 |
| Popis: | The application of Internet of Things (IoT) within industrial environments is fostering the adoption of the digital twin (DT) approach, applied at the edge of the network to handle heterogeneity stemming from siloed application management solutions and from protocols originated by different manufacturing tools and enterprise services. In this challenging context, network heterogeneity also represents a critical element that can significantly limit the design and deployment of DT-oriented applications. This article proposes the Application-driven digital twin networking middleware with the twofold objective of: 1) Simplifying the interaction among heterogeneous devices by allowing DTs to exploit IP-based protocols instead of specialized industrial ones and to enhance packet content expressiveness, by enriching data via well-defined standards. 2) Dynamically managing network resources in edge industrial environments, applying software defined networking to exploit the communication mechanisms most suitable to application requirements, ranging from native IP to more articulated based on packet content. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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