The present disclosure provided a method, apparatus, and system for caching data. In an embodiment of the present disclosure, the method for caching data comprises: recording, within a recording period for recording access count information of the data, access count information on respective data, wherein the recording period includes a plurality of recording timeslots, wherein the recording of the access count information within a single recording timeslot is restricted, while the access count information within the plurality of recording timeslots is aggregated; and promoting, in response to expiration of the recording period, the respective data into a cache area based on the access count information.