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How PostgreSQL TOAST Tables Can Inflate Your Temporary Disk Usage and How to Manage It

How PostgreSQL TOAST Tables Can Inflate Your Temporary Disk Usage and How to Manage It

by Pratik Kumar Saha | Jan 8, 2026 | Blog, PostgreSQL

SUMMARY: PostgreSQL utilizes TOAST (The Oversized-Attribute Storage Technique) to efficiently store large column values, though this mechanism can trigger performance-degrading disk spills during complex queries if not properly managed. TOAST automatically compresses...
Benchmarking PostgreSQL Performance with pgbench: Before and After a Hardware Upgrade

Benchmarking PostgreSQL Performance with pgbench: Before and After a Hardware Upgrade

by Pratik Kumar Saha | Jan 2, 2026 | Blog, PostgreSQL

Summary pgbench, PostgreSQL’s built-in benchmarking tool, enables organizations to accurately measure the impact of hardware upgrades by simulating realistic workloads to compare transactions per second (TPS) and latency before and after infrastructure changes....
Why pg_createcluster is the Preferred Way to Initialize PostgreSQL on Ubuntu Compared to initdb on RHEL

Why pg_createcluster is the Preferred Way to Initialize PostgreSQL on Ubuntu Compared to initdb on RHEL

by Pratik Kumar Saha | Dec 30, 2025 | Blog, PostgreSQL

Summary pg_createcluster provides a superior method for initializing PostgreSQL on Ubuntu compared to the traditional initdb command by automating critical system integrations and establishing a standardized directory structure that minimizes manual configuration...
Mastering pg_stat_statements in PostgreSQL: A Complete Deep Dive with Practical Use Cases

Mastering pg_stat_statements in PostgreSQL: A Complete Deep Dive with Practical Use Cases

by Pratik Kumar Saha | Dec 18, 2025 | Blog, PostgreSQL

Summary The pg_stat_statements extension is the definitive tool for PostgreSQL observability, enabling database administrators to pinpoint performance bottlenecks by aggregating detailed execution statistics—such as CPU usage, I/O latency, and query frequency—for...
Understanding ANALYZE in PostgreSQL – The Hidden Key to Query Optimization

Understanding ANALYZE in PostgreSQL – The Hidden Key to Query Optimization

by Pratik Kumar Saha | Nov 25, 2025 | Blog, Database, PostgreSQL

Summary The PostgreSQL ANALYZE command is the fundamental mechanism that collects statistical data about table contents, enabling the query planner to make accurate cost estimates for efficient and optimal query execution. Table of contentsSummaryIntroductionWhat...
Why VACUUM FULL Can Be Dangerous — and What to Use Instead

Why VACUUM FULL Can Be Dangerous — and What to Use Instead

by Pratik Kumar Saha | Nov 20, 2025 | Blog, Database, PostgreSQL

SUMMARY: PostgreSQL database administrators must avoid using the VACUUM FULL command in live environments because its exclusive locking mechanism causes unacceptable service downtime, necessitating the use of safer alternatives like the pg_repack extension or a...
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