Aspects of the subject disclosure may include, for example, a cloud-based communication resource controller that operates by correlating communication requirements, network parameters, end-user device information for a plurality of end-user devices in accordance with the position and trajectory data for these devices to generate correlated end-user and network data. The cloud-based communication resource controller allocates communication resources of a wireless access network for communication to the plurality of end-user devices and controls beamforming by the communication nodes in accordance with the position and trajectory data.