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Current research on Network Digital Twins (NDT) focuses on building models that predict the behavior of the network on simulations rather than building a complete NDT that automatically monitors a physical network and optimizes it according to its current state and traffic flows. In this proposal, we demo a NDT for Interior Gateway Protocol (IGP) weight optimization on a physical network of 7 Cisco routers and an IXIA generator connected via Ethernet links. We will show how a link failure in this network results in a large packet loss, and how our NDT automatically optimizes the IGP weights of the network to reduce packet loss. Our demo presents a practical implementation of a NDT, where the audience can see a self-adapting network without human interference.
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Zalat et al. (2024) studied this question.
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