Microsoft Technology Licensing, LLC

Michael Markovitch

Sharad Agarwal

Ryan Andrew Beckett

Somesh Chaturmohta

Irena Atov

Rodrigo Fonseca

Chuanji Zhang

The present application relates to a system for ingress traffic management. The system includes a collection system within a network configured to collect traffic arrival information for peering links of the network. The system includes a training system configured to train a model based on the traffic arrival information to predict a probability of a traffic flow arriving on a peering link. The system includes a congestion mitigation system configured to predict based on the model, for traffic flows arriving on one or more peering links, other peering links to which the traffic flows would be shifted due to a condition affecting the one or more peering links. The congestion mitigation system may determine, in response to the condition, a set of prefixes to withdraw based on the other peering links to which traffic would be shifted.

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Providence, RI, United States of America

Michael Markovitch