Automated Traffic Engineering in sdwan: Beyond Reinforcement LearningLiu, L., Chen, L., Xu, H., & Shao, H. (2020). Automated traffic engineering in sdwan: Beyond reinforcement learning. IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Computer Communications Workshops (INFOCOM WKSHPS), IEEE INFOCOM 2020 - IEEE Conference On, 430–435. https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9162994. Permalink:
The authors proposed that traffic engineering is a critical and difficult problem, so they proposed a differentiable programming solution.