Abstract—Hierarchical traffic control is a promising approach for improving scalability in the face of network size. In this.

Hierarchical traffic control is a promising approach for improving scalability in the face of network size. In this scheme, multiple controllers are introduced ...

In hierarchical MP-TE, each control server gradually changes the routes based on the traffic prediction to stabilize the routing instead of setting the long ...

In hierarchical MP-TE, each control server gradually changes the routes based on the traffic prediction to stabilize the routing instead of setting the long ...

Hierarchical traffic control is a promising approach for improving scalability in the face of network size. In this scheme, multiple controllers are ...

In this paper, we propose a hierarchical TE method called hierarchical model predictive traffic engineering (hierarchical. MP-TE) which avoids routing ...

In this paper, we propose a hierarchical TE methodcalled hierarchical model predictive traffic engineering (hierarchicalMP-TE) which avoids routing ...

In this paper, we propose a multi-layer hierarchical control structure for signal optimization, which consists of a cycle optimization layer, a coordination ...

This paper approaches this problem by combining MPC with deep reinforcement learning (DRL) to a hierarchical control system, which is applied to control the ...

A robust hierarchical path planning and trajectory tracking framework is proposed to maintain a collision-free path for autonomous vehicles.