Accurately predicting the occurrence, amplitude, and propagation speed of traffic flow shockwaves are essential for dynamic traffic control to mitigate traffic congestion. However, traditional ...

FlowStar includes two core mechanisms: 1) optimized per-flow CBFC mechanism provides flow state control to detect real congestion; and 2) rate adjustment rules make up for the mismatch between the ...