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An Entanglement-Aware Middleware for Digital Twins

Articolo
Data di Pubblicazione:
2024
Citazione:
An Entanglement-Aware Middleware for Digital Twins / Bellavista, P.; Bicocchi, N.; Fogli, M.; Giannelli, C.; Mamei, M.; Picone, M.. - In: ACM TRANSACTIONS ON THE INTERNET OF THINGS. - ISSN 2691-1914. - 5:4(2024), pp. 1-25. [10.1145/3699520]
Abstract:
The development of the Digital Twin (DT) approach is tilting research from initial approaches that aim at promoting early adoption to sophisticated attempts to develop, deploy, and maintain applications based on DTs. In this context, we propose a highly dynamic and distributed ecosystem where containerized DTs co-evolve with an orchestration middleware. DTs provide digitalized representations of the targeted physical systems, while the orchestration middleware monitors and re-configures the deployed DTs in light of application constraints, available resources, and the quality of cyber-physical entanglement. First, we lay out the reference scenario. Then, we discuss the limitations of current approaches and identify a set of requirements that shape both DTs and the orchestration middleware. Subsequently, we describe a blueprint architecture that meets those requirements. Finally, we report empirical evidence on both the feasibility and the effectiveness of a proof-of-concept implementation of the proposed ecosystem.
Tipologia CRIS:
Articolo su rivista
Keywords:
Cyber-physical systems; digital twins; entanglement; middleware
Elenco autori:
Bellavista, P.; Bicocchi, N.; Fogli, M.; Giannelli, C.; Mamei, M.; Picone, M.
Autori di Ateneo:
BICOCCHI Nicola
MAMEI Marco
PICONE MARCO
Link alla scheda completa:
https://iris.unimore.it/handle/11380/1367518
Link al Full Text:
https://iris.unimore.it//retrieve/handle/11380/1367518/725652/2024_AnEntanglementAwareMiddlewareforDigitalTwins.pdf
Pubblicato in:
ACM TRANSACTIONS ON THE INTERNET OF THINGS
Journal
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