How Can I Optimize Database Queries for a High-Traffic Ecommerce Website?

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I’m working on an ecommerce website where product and order data are stored in a database. As the number of products and customers grows, some pages are becoming slower.

What are some practical ways to optimize database queries and improve performance without changing the entire application architecture?