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US 2026/0288683 A1Published application
Artificial intelligence based rule generation for database change deployment
AssigneeLiquibase Inc.
InventorsRobert E. Reeves, Peter James Pickerill
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Abstract
Embodiments provide systems, methods, and computer program products that utilize artificial intelligence/machine learning to process database change data and correlated performance data to predict the impact of database changes and generate rules with respect to database changes to prevent undesired behavior or promote increased performance.
Claims1
A computer-implemented method for database change management, comprising:
- storing a set of database changes of a plurality of database change types and a set of correlated data associated with the set of database changes;
- generating database change numeric representations from the set of database changes and the set of correlated data;
- processing the database change numeric representations using a machine learning model to identify a change pattern having a correlation to a database change impact;
- based on the change pattern, generating a rule that applies to a corresponding database change type;
- and
- updating a database change deployment system with the rule.
3 more elements
Dependencies are inferred from the claim text.