A computerized method and apparatus to allocate a shared resource are described. The method may comprise accessing sensor data corresponding to an availability of the shared resource, and identifying when the availability of the shared resource reaches a threshold level below which the activities compete for the shared resource. Thereafter, when the activities compete for the shared resource, the method may allocate at least a portion of the shared resource to the activity associated with an active policy having a higher priority.