System Design 43 Denormalization Improve read performance High-traffic systems Real-time analytics

Опубликовано: 28 Апрель 2026
на канале: KnowledgeSharingG
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System Design
Denormalization
Why
Improve read performance
Reduce the number of joins
Simplify queries
Incrsystemease scalability
When
High-traffic systems
Complex queries
Real-time analytics
Techniques
Pre-Joining
Pre-Aggregation
Cache Tables
Materialized Views
Types
Data Duplication
Data Aggregation
Data Transformation
Best Practices
Measure performance
Identify bottlenecks
Use transactions

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