2 papers
eess.SY2025
Distributed MPC-based Coordination of Traffic Perimeter and Signal Control: A Lexicographic Optimization Approach
Viet Hoang Pham, Hyo-Sung Ahn
This paper introduces a comprehensive strategy that integrates traffic perimeter control with traffic signal control to alleviate congestion in an urban traffic network (UTN). The…
cs.LG2025
Distributed Deep Learning using Stochastic Gradient Staleness
Viet Hoang Pham, Hyo-Sung Ahn
Despite the notable success of deep neural networks (DNNs) in solving complex tasks, the training process still remains considerable challenges. A primary obstacle is the substanti…