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 non-convex optimization part3


Progress in Non-Convex Optimization part3(Machine Learning)

#artificialintelligence

Abstract: Nowadays, centralized Path Computation Elements (PCE) integrate control plane algorithms to optimize routing and load-balancing continuously. When a link fails, the traffic load is automatically transferred to the remaining paths according to the configuration of load-balancers. In this context, we propose a load-balancing method that anticipates load transfers to ensure the protection of traffic against any Shared Risk Link Group (SRLG) failure. The main objective of this approach is to make better use of bandwidth compared to existing methods. It consists in reserving a minimum amount of extra bandwidth on links so that the rerouting of traffic is guaranteed.