A system may be configured to receive information regarding a quality of service (“QoS”) objective for a network. The network may include a group of nodes through which network traffic traverses. Each node, of the group of nodes, may implement one or more queues that indicate an order in which traffic is processed by the node. The system may further identify scheduling information associated with one or more nodes of the network. The queues implemented by the one or more nodes may be based on the identified scheduling information. The system may receive performance information from at least one of the nodes, of the group of nodes; and may generate new scheduling information for at least one node, of the group of nodes, based on the information regarding the QoS objective, the scheduling information associated with the one or more nodes, and the performance information.