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DatabasePerformanceConnection PoolingPostgreSQL

Database Connection Pooling Explained

Optimize database performance with connection pooling. From pool configuration to monitoring to common pitfalls.

B
Bootspring Team
Engineering
May 5, 2024
5 min read

Creating a database connection is expensive—TCP handshake, authentication, protocol negotiation. Connection pooling reuses connections, dramatically improving performance.

The Problem

Without pooling: Request 1 → Create connection → Query → Close connection Request 2 → Create connection → Query → Close connection Request 3 → Create connection → Query → Close connection Each connection: ~50-100ms overhead With pooling: Request 1 → Get connection from pool → Query → Return to pool Request 2 → Get connection from pool → Query → Return to pool Request 3 → Get connection from pool → Query → Return to pool Each connection: ~1ms overhead

Node.js with PostgreSQL

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Pool Size Calculation

Formula: connections = (core_count * 2) + effective_spindle_count For SSDs (no spindles): connections ≈ core_count * 2 Example: - 4 CPU cores - SSD storage - connections = 4 * 2 = 8 But also consider: - Number of application instances - Database server limits - Query patterns
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Connection Lifecycle

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Transaction Handling

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Connection Pool Monitoring

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External Pool (PgBouncer)

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Pool modes: - session: Connection per session (like no pooling) - transaction: Connection per transaction (recommended) - statement: Connection per statement (limited use)

Common Pitfalls

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Graceful Shutdown

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Conclusion

Connection pooling is essential for database performance at scale. Configure pool sizes based on your workload, monitor for exhaustion, and always release connections properly.

For high-traffic applications, consider an external pooler like PgBouncer between your app and database.

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