Machine Learning Predictions for Database Migrations

A non-transitory computer readable medium having instructions stored thereon that, when executed by a processor, cause the processor to generate machine learning predictions for database migrations, wherein, when executed, the instructions cause the processor to:

• store a trained machine learning model that has been trained using training data, wherein the training data comprises migration information for a plurality of database migrations and migration methods for the plurality of database migrations, and the migration information for the training data includes a source database type and a target database infrastructure;
• receive migration information for a candidate database migration that includes a source database type and a target database infrastructure;
• and
• predict, using the trained machine learning model, migration methods based on the migration information for the candidate database migration.

A system for generating machine learning predictions for database migrations, the system comprising:

• a processor;
• and
• a memory storing instructions for execution by the processor, the instructions configuring the processor to:
• store a trained machine learning model that has been trained using training data, wherein the training data comprises migration information for a plurality of database migrations and migration methods for the plurality of database migrations, and the training data migration information includes a source database type and a target database infrastructure;
• receive migration information for a candidate database migration that includes a source database type and a target database infrastructure;
• and
• predict, using the trained machine learning model, migration methods based on the migration information for the candidate database migration.