1. A method, comprising: storing a plurality of timeslicing tables corresponding with a time-dependent attribute in a database, the plurality of timeslicing tables includes a first timeslicing table corresponding with the time-dependent attribute over a first time period and a second timeslicing table corresponding with the time-dependent attribute over a second time period, the plurality of timeslicing tables includes a third timeslicing table corresponding with the time-dependent attribute over a third time period; detecting a data update to the time-dependent attribute within the first time period; determining a historical rate of data updates associated with the time-dependent attribute over the first time period and the second time period; detecting that the historical rate of data updates associated with the time-dependent attribute over the first time period and the second time period is greater than an updating threshold; replacing the first timeslicing table and the second timeslicing table within the database with a character large object representation for the time-dependent attribute over the first time period and the second time period in response to detecting that the historical rate of data updates associated with the time-dependent attribute over the first time period and the second time period is greater than the updating threshold; acquiring a query for one or more data values associated with the time-dependent attribute; retrieving the third timeslicing table corresponding with the time-dependent attribute from the database in response to acquiring the query, the third timeslicing table corresponding with the time-dependent attribute over the third time period is stored as a binary large object within the database; retrieving the character large object representation for the time-dependent attribute over the first time period and the second time period from the database in response to acquiring the query, the character large object representation for the time-dependent attribute over the first time period and the second time period is stored as a character large object within the database; generating a plurality of segments using the character large object representation for the time-dependent attribute; determining the one or more data values associated with the time-dependent attribute using the plurality of segments and the third timeslicing table; and outputting the one or more data values associated with the time-dependent attribute.