Abstract: Various embodiments of this disclosure relate generally to test data management. The method comprises: receiving, a request to execute a workflow from a device, wherein the request includes a data asset identifier corresponding to a data asset, a sensitive data subset, a sensitive data subset type, and a user identifier, generating, a data asset map corresponding to the data asset identifier, analyzing, the data asset and the data asset map to determine an optimized number of one or more portioned workflows for parallel processing, parsing, the data asset based on the optimized number of one or more portioned workflows of the workflow for parallel processing, executing, the one or more parsed workflows optimized for parallel processing, aggregating, the data from the one or more parsed workflows into an aggregated dataset, and transmitting, the aggregated dataset to a device corresponding to the user identifier.

Abstract: A method for managing test data includes receiving a request indicative of a testing application from a requesting user and identifying a plurality of test data in a source database matching the request. Further, the method includes determining a reserved status of the plurality of test data, and, when the reserved status indicates that the plurality of test data is not reserved by the user other than the requesting user, reserving the plurality of test data for the requesting user. Still further, the method includes transferring a copy of the plurality of test data to a test database, wherein a testing application executes based on the copy of the plurality of test data stored in the test database.

Abstract: A method for managing test data includes receiving a request indicative of a testing application from a requesting user and identifying a plurality of test data in a source database matching the request. Further, the method includes determining a reserved status of the plurality of test data, and, when the reserved status indicates that the plurality of test data is not reserved by the user other than the requesting user, reserving the plurality of test data for the requesting user. Still further, the method includes transferring a copy of the plurality of test data to a test database, wherein a testing application executes based on the copy of the plurality of test data stored in the test database.