Database Indexing Optimization Guide
2026-03-10·8 min read·Backend
Index Fundamentals
Database indexes improve query performance by providing fast lookup paths. They use data structures like B-Trees for efficient searching, but consume storage and slow down writes.
Index Design Principles
CREATE INDEX idx_users_email ON users(email);
CREATE INDEX idx_orders复合 ON orders(user_id, status);
EXPLAIN SELECT * FROM users WHERE email = 'test@example.com';
Leftmost Prefix Rule
Composite indexes follow the leftmost prefix rule. For index(a, b, c), queries must start with column 'a' to use the index.
Avoiding Index Failures
-- Don't wrap indexed columns in functions
SELECT * FROM users WHERE created_at >= '2024-01-01'
AND created_at < '2025-01-01';
-- Don't use leading wildcards
SELECT * FROM users WHERE name LIKE 'John%';