1. A method, comprising: determining, by a clustering device, one or more sensor clusters having a plurality of sensor devices that report similar data of a same data type in a sensor network; selecting, by the clustering device, a subset of the sensor devices in each respective sensor cluster as one or more representative devices; and obtaining, at a sensor sink, data from only the representative devices.