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Expert insights on database management, performance optimization, and reliability engineering from industry professionals

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Schema Design Articles

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UUIDs as Primary Keys: How We Destroyed Database Performance
Database Engineering

UUIDs as Primary Keys: How We Destroyed Database Performance

UUIDs as primary keys can destroy database performance. Learn why 50M rows went from 0.5ms to 2.3ms inserts, and how to fix it with hybrid approaches.

12/14/2025
10 min
37
Performance
Indexing
Read
D
Database Architecture

Database Schema Design for Scalability: Summary and Best Practices

Comprehensive summary of database schema design best practices for scalability. Quick reference guide covering all essential patterns, anti-patterns, and optimization techniques.

7/31/2024
10 min
1.3K
Schema Design
Scaling
Read
S
Database Architecture

Schema Versioning and Migration Strategies for Scalable Databases

Implement zero-downtime database migrations with versioning strategies. Learn about Flyway, Liquibase, schema evolution patterns, and rollback strategies.

7/18/2024
14 min
3.6K
Schema Design
Migration
Read
D
Database Architecture

Data Types and Constraints Selection for Scalable Database Schemas

Optimize database performance by choosing the right data types and constraints. Learn about VARCHAR vs TEXT, INT sizes, ENUM optimization, and constraint best practices.

7/5/2024
13 min
508
Schema Design
SQL
Read
R
Database Architecture

Real-World Examples of Scalable Database Schemas

Analyze real-world database schema designs from companies like Netflix, Uber, and Airbnb. Learn practical patterns for e-commerce, social media, and IoT applications.

6/22/2024
13 min
535
Schema Design
Scaling
Read
N
Database Architecture

Normalization vs Denormalization: Finding the Perfect Balance for Database Scalability

Explore the trade-offs between database normalization and denormalization for optimal performance. Learn when to normalize for data integrity and when to denormalize for query speed.

5/14/2024
6 min
291
Schema Design
Scaling
Read
D
Database Architecture

Database Schema Design Fundamentals for Scalability

Learn the fundamental principles of database schema design for building scalable applications. This guide covers entity relationships, primary keys, foreign keys, and normalization concepts essential for high-performance databases.

5/1/2024
5 min
2.6K
Schema Design
Scaling
Read
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