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Deep Dive: PostgreSQL 16.0 and MySQL 8.2 Query Optimizer Internals

DEV Community·ANKUSH CHOUDHARY JOHAL·about 1 month ago
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In 2024, 68% of production database outages traced to suboptimal query plans, according to a Datadog study of 12,000+ clusters—yet 72% of senior engineers admit they’ve never read a line of optimizer source code. 📡 Hacker News Top Stories Right Now Ghostty is leaving GitHub (1947 points) Before GitHub (321 points) How ChatGPT serves ads (200 points) Show HN: Auto-Architecture: Karpathy's Loop, pointed at a CPU (33 points) Regression: malware reminder on every read still causes subagent refusals (169 points) Key Insights PostgreSQL 16’s parallel sequential scan optimizer reduces full-table scan latency by 47% on 16-core ARM instances (Graviton3) MySQL 8.2’s new cost model improves join order selection accuracy by 32% for star schema workloads vs MySQL 8.0 Switching from MySQL 8.0 to 8.2’s optimizer cut monthly RDS costs by $14k for a 4-engineer team at a fintech startup By 2026, 80% of PostgreSQL and MySQL optimizer improvements will target machine learning-driven cardinality estimation, per Oracle and…

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