no code implementations • 30 Nov 2021 • Shan Sun, Mariam Kiran, Wei Ren
Traffic optimization challenges, such as load balancing, flow scheduling, and improving packet delivery time, are difficult online decision-making problems in wide area networks (WAN).
1 code implementation • 4 Sep 2020 • Shan Sun, Wei Ren
Different from most studied distributed optimization problems with time-invariant objective functions and constraints, the optimal solution in this paper is time varying and forms a trajectory.
Optimization and Control
no code implementations • 27 May 2019 • Ge Fan, Wei Zeng, Shan Sun, Biao Geng, Weiyi Wang, Weibo Liu
One advantage of deep neural network is that the performance of the algorithm can be easily enhanced by augmenting the depth of the neural network.