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Web Development
7 min readApr 15, 2026

Large-Scale Data Management with PostgreSQL

How to use PostgreSQL performantly in large-scale projects, indexing strategies, and query optimization.

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Large-Scale Data Management with PostgreSQL

Large-Scale Data Management with PostgreSQL

Introduction

PostgreSQL is one of the most powerful and flexible open-source databases. Tips for optimizing PostgreSQL in large-scale projects.

Indexing Strategies

  • B-Tree Indexes: Default index type, sufficient for most scenarios
  • GIN Indexes: Ideal for JSONB and full-text search
  • BRIN Indexes: Low-cost indexes for large, ordered tables

Query Optimization

Using EXPLAIN ANALYZE and execution plan analysis to improve query performance in PostgreSQL.

Conclusion

With proper configuration and optimization, PostgreSQL can easily manage databases with billions of rows.

#Docker
#PostgreSQL
#Prisma

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