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

Claim 9:
10. A system for synthetic data generation, comprising:
at least one processor; and
at least one non-transitory memory storing instructions that, when executed by the at least one processor, cause the system to perform operations comprising:
determining a size of 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;
in response to the size determination, processing the stored streaming data, wherein the processing comprises determining a total number of samples in the stored streaming data and a range of values for the stored streaming data;
creating a synthetic dataset based on the processed stored streaming 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 streaming data; and
storing the synthetic dataset.