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A model-based approach to large-scale distributed system architecting is suggested, which is based on the use of dynamic digital twins. This approach can be considered as an integration of known paradigms, such as digital twins, evolutionary architecture and agile architecture. It can also be considered as one of the possible realizations of the digital thread paradigm. As part of this approach, a three-level digital thread reference architecture is suggested, which includes the followingdoi:10.3390/s22083078 pmid:35459063 pmcid:PMC9024960 fatcat:ym6kygto3rchtkrec7ge4tmsbm