How do you handle database scaling challenges in AWS?

Database scaling approaches: 1) Vertical scaling with larger instances, 2) Read replicas for read scaling, 3) Database sharding for write scaling, 4) Caching with ElastiCache, 5) Connection pooling, 6) Consider Aurora for better performance, 7) Use DynamoDB for NoSQL scaling, 8) Implement database monitoring and optimization.