Abstract: Method(s) and system(s) for reducing energy consumption of small cell devices (110) are disclosed. The method may include receiving a predicted usage state of a cluster comprising at least one small cell device (110). The cluster is formed based on a pattern of usage and the predicted usage state is indicative of information relating to operation of the at least one small cell device (110). The method may further include determining an action to be taken for the cluster based on the predicted usage state. The action relates to one of maintaining and changing an operational state of the at least one small cell device (110).