GROM: A generalized routing optimization method with graph neural network and deep reinforcement learning

Author:

Ding Mingjie,Guo YingyaORCID,Huang Zebo,Lin Bin,Luo Huan

Publisher

Elsevier BV

Reference43 articles.

1. Traffic engineering in software defined networks;Agarwal,2013

2. Neutm: A neural network-based framework for traffic matrix prediction in SDN;Azzouni,2018

3. The traffic matrices and topology of the abilene network;Balon,2019

4. Fast emergency paths schema to overcome transient link failures in ospf routing;Barreto,2012

5. Bernárdez, G., Suárez-Varela, J., López, A., Wu, B., Xiao, S., Cheng, X., Barlet-Ros, P., Cabellos-Aparicio, A., 2021. Is Machine Learning Ready for Traffic Engineering Optimization?. In: 2021 IEEE 29th International Conference on Network Protocols. ICNP, pp. 1–11.

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