Optimizing priority queue levels for a flow in a network includes determining a path for the flow, determining an optimized priority queue level of the flow at each of a plurality of switches based on a Quality of Service (QoS) requirement of the flow and priority queue levels of one or more existing flows in the network. Information of the optimized priority queue level of the flow is sent to at each of the switches.