Identification information, static inputs, and dynamic inputs are obtained. A plurality of potential situations are identified. Further, each of the plurality of potential situations being mapped to one or more quality of service (QoS) mechanisms. Relevant QoS mechanisms are determined by matching the obtained identification information, static inputs, and dynamic inputs with relevant situations in the plurality of potential situations. Groups of the relevant QoS mechanisms are identified. For each of the groups of the relevant QoS mechanisms, parameters associated with an operation of each of the relevant QoS mechanisms is adjusted based on the obtained identification information, static inputs, and dynamic inputs. A predicted effectiveness is evaluated for at least one of the groups of relevant QoS mechanisms in accordance with the adjusted parameters. One of the groups of relevant QoS mechanisms is selected based on the predicted effectiveness and is implemented.