https://wen.yunshangtool.cn/tags/architecture/Recent content in Architecture on Dev ToolkitHugo -- gohugo.ioen-usSat, 16 May 2026 00:00:00 +0000https://wen.yunshangtool.cn/posts/database-design-patterns/Sat, 16 May 2026 00:00:00 +0000https://wen.yunshangtool.cn/posts/database-design-patterns/Good database design is foundational to application scalability and performance. Here are proven patterns for different scenarios. Normalization vs Denormalization: Normalize to reduce redundancy and ensure data integrity. Denormalize for read-heavy workloads where performance matters more than storage efficiency. Indexing Strategy: Create indexes for frequently queried columns, but avoid over-indexing. Each index adds write overhead. Use composite indexes for multi-column queries. Partitioning: Split large tables into smaller, more manageable pieces. Range partitioning by date is common for time-series data.