Understanding Postgres Performance Limits for Analytics on Live Data

· Timescale · Feb. 25, 2026, 7:41 p.m.
Summary
This post discusses the performance limits of PostgreSQL when handling analytics on live data, explaining the challenges posed by Multi-Version Concurrency Control (MVCC), Write-Ahead Logging (WAL), and row storage. It provides insights on the underlying reasons for these limitations and suggests alternative approaches to improving performance in such scenarios.
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