A resource management system receives a set of application priorities. The resource management system determines, based at least in part on the received set of application priorities, a resource allocation corresponding to a proposed distribution of the computing applications and the users amongst the computing devices of a computing infrastructure. The resource management system determines, using the resource allocation, a recommended device configuration for each of the computing devices. The resource management system automatically implements the determined resource allocation using the device configuration determined for each of the computing devices.