Network Digital Twin for IGP Weight Optimization Demo

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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Publication Details

Published
2024-10-28
DOI
https://doi.org/10.23919/cnsm62983.2024.10814481
Primary Topic
Industrial Technology and Control Systems
Type
article
Field-Weighted Citation Impact
0.00

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article

Network Digital Twin for IGP Weight Optimization Demo

Mohamed Zalat, Babak Esfandiari, Thomas Kunz, Chris Barber et al.
Industrial Technology and Control Systems
article

Network Digital Twin for IGP Weight Optimization Demo

Mohamed Zalat, Babak Esfandiari, Thomas Kunz, Chris Barber, Maede Davoudzade, David Krauss
article en

Abstract

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.

Visionary Pharmaceuticals (United States) (US), Ciena (Canada) (CA), Carleton University (CA)
Natural Sciences and Engineering Research Council of Canada
Openalex Percentile: Top 70%
Industrial Technology and Control Systems
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