A device may determine a subscriber identifier associated with a subscriber device. The device may obtain a service indicator based on the subscriber identifier. The service indicator may identify a network service to which a subscriber, associated with the subscriber identifier, is subscribed. The device may obtain a charging data function (CDF) identifier based on the service indicator. The CDF identifier may identify a destination CDF for charging messages associated with the network service. The device may establish a communication session associated with the subscriber device and the network service. The device may transmit one or more charging messages, associated with the communication session, to the destination CDF identified by the CDF identifier.