How does machine learning improve database performance?
Machine learning can optimize database performance by predicting query patterns, automating indexing, and enhancing data retrieval.
Can you explain how it predicts query patterns?
Sure! Machine learning algorithms analyze historical query data to identify trends and predict future queries, allowing for pre-optimization.
What about automating indexing?
Automating indexing involves using ML to determine which indexes will improve query performance based on usage patterns, reducing manual effort.
Are there any specific ML techniques used for this?
Yes, techniques like reinforcement learning and clustering are often used to optimize indexing and query execution plans.
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