In MAC protocols like Aloha, a key question is how devices should utilize resources (time slots) without coordination. One standard solution is to assume that all users are equally likely to be active and thus consists in picking uniformly at random a resource when a device needs to transmit. In practice, all devices are not equally likely to transmit, thus it is interesting to consider non-uniform resource allocation in order to increase the performances of the network.