Database table aggregation is implemented by a method that includes encoding first and second components via a waveform definition, the first and second components specifying criteria for aggregating data. The method also includes generating a complex waveform representing the components in a pattern corresponding to the waveform definition and criteria, which spans a first axis indicative of a time period for aggregating the data. The method further includes providing a byte count for aggregated data stored in a first table defined by the criteria, aggregating the data for the time period, and creating a second table for overflow data when the count is exceeded. The method also includes updating the complex waveform to reflect results of the aggregation that includes generating a waveform representing the second table along a second axis depicted at a location corresponding to a time in which the data aggregation for the first table was initiated.