Model predictive control for load balancing

Abstract

To improve bandwidth utilization, flow aggregates are typically split over multiple paths. This demonstration shows that load balancing can be enhanced by exploiting traffic predictions. We present a Model Predictive Control (MPC) based load balancing framework that optimizes the maximum link utilization to proactively mitigate congestion.