Lam N Tran

US Patent:

20220245145, Aug 4, 2022

Filed:

Jan 19, 2022

Appl. No.:

17/648334

Inventors:

- Chicago IL, US
Lam Thanh Tran - Bellevue WA, US

International Classification:

G06F 16/2453
G06F 16/27
G06K 7/10

Abstract:

A method of preconditioning time-series data for improved efficiency. The method includes repeatedly recognizing new time series entries for each of a plurality of tracked entities. For each of the plurality of tracked entities, a new time-series data entry for the tracked entity is promoted responsive to the new time-series data entry including a changed value in a normalized field. However, a previous time-series data entry for the tracked entity is maintained responsive to the new time-series data entry including an unchanged value in the normalized field. The method further incudes generating a synthetic time-series data entry for every tracked entity without a time-series data entry in a fixed time period.