AI Powered Autonomous Database

AI-powered autonomous databases aim to automate database management and enhance analytical capabilities using machine learning. Current research focuses on integrating AI models, such as neural networks and reinforcement learning algorithms, directly within the database system for tasks like query optimization, entity matching, and automated tuning of system parameters. This approach promises significant improvements in database performance, efficiency, and usability, impacting various sectors by reducing manual intervention and enabling more sophisticated data analysis.