Patent ID: 11860727
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A computer program product, comprising:
one or more computer readable storage media;
program instructions collectively stored on the one or more computer storage media, the program instructions comprising:
program instructions to determine one or more predicted replacement values for one or more potentially erroneous data instances in a time series data stream; and
program instructions to resolve the one or more potentially erroneous data instances with one predicted replacement value of the one or more predicted replacement values in the time series data stream; and
program instructions to generate a plurality of simulation snapshots through point-based simulations comprising:
program instructions to generate a plurality of inferred data points from the one or more potentially erroneous data instances comprising alternately assigning one of a discrete correct label and a discrete erroneous label to each potentially erroneous data instance of the one or more potentially erroneous data instances.