SYSTEM FOR GENERATING FABRICATED PATTERN DATA RECORDS

摘要

A system for generating fabricated pattern data records (XDRs) based on data from accessible data sources, which comprises an XDR core module containing one or more modeling and pattern creation modules for modeling original data received from the data sources; one or more synthetic data generation modules for generating fabricated data, based on the patterns created by the modeling and pattern creation modules; a data splitting module for splitting the data into training and testing sets according to a predetermined policy; an XDR storage database for storing created patterns and fabricated data; a configuration manager for controlling the operation of the modeling and pattern creation modules and of the synthetic data generation modules; a plurality of XDR agents being software components for communicating with the data sources and accessing relevant data, using a unique API of each data source. Each of the XDR agents is capable of identifying the data-structures of its corresponding data source; transforming the data structures into a unified input structure being used by the XDR core module; a data-store communication module for mediating between the XDR agents and the XDR core modules by using data transformation.

主权项

1. A system for generating fabricated pattern data records (XDRs) based on data from accessible data sources, comprising:
a) an XDR core module containing:
one or more modeling and pattern creation modules for modeling original data received from said data sources;one or more synthetic data generation modules for generating fabricated data, based on the patterns created by said modeling and pattern creation modules;a data splitting module for splitting the data into training and testing sets according to a predetermined policy;an XDR storage database for storing created patterns and fabricated data;a configuration manager for controlling the operation of said modeling and pattern creation modules and of said synthetic data generation modules; b) a plurality of XDR agents being software components for communicating with said data sources and accessing relevant data, using a unique API of each data source, each of said XDR agents is capable of:
identifying the data-structures of its corresponding data source;transforming said data structures into a unified input structure being used by said XDR core module; c) a data-store communication module for mediating between said XDR agents and said XDR core modules by using data transformation.