Patent ID: 11934486
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 16:
17. A method for synthetic data generation comprising:
determining a size of stored streaming data has reached a first threshold;
in response to the size determination, processing the stored streaming data, the processing comprising:
determining a size of the stored streaming data has reached a first threshold, wherein the first threshold is dynamically adjusted based on changes to the stored streaming data or hardware of the system; and
in response to the size determination, processing the stored streaming data, wherein the processing comprises determining a total number of samples in the stored data and a range of values for the stored data;

creating a synthetic dataset based on the processed data, the creating comprising:
generating, by a synthetic data generator, a plurality of synthetic data points, the plurality of synthetic data points being determined based on the total number of samples and the range of values for the stored data; and

storing the synthetic dataset.