Patent ID: 11880778
Assignee: CLOUD SOFTWARE GROUP, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computer-implemented method for identifying information in high dimensional data streams having dynamically evolving data patterns, the method comprising:
processing streaming data continuously, wherein the processing comprises:
loading at least one a-priori, pre-designed experimental design matrix and at least one modeling operation into memory;
filtering the streaming data based on event data to identify diagnostic data points by comparing the event data with the at least one a-priori, pre-designed experimental design matrix;
performing the at least one modeling operation using the identified diagnostic data points to identify current and emerging patterns of relationships between at least one outcome variable and predictor variables;

wherein the at least one a-priori, pre-designed experimental design matrix is generated based on combinations of the predictor variables, wherein the combinations are based on the at least one outcome variable; and
wherein the at least one a-priori, pre-designed experimental design matrix is generated based on at least one of:
main effects of predictor variable values;
limitations of combinations of predictor variable values;
constraints of combination of predictor variable values; or
interaction effects between selected predictor variables.