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The JusDB Database Engineering Blog

Deep dives on PostgreSQL, MySQL, MongoDB and more — performance tuning, high availability, migrations and production war stories from our DBAs.

96 articles

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Showing 12 of 96 articles

Database Performance

Improving Query Performance with Multi-Valued Indexes in MySQL 8.0

MySQL 8.0 introduced multi-valued indexes — allowing you to index individual elements of a JSON array so queries using MEMBER OF or JSON_OVERLAPS can use an index.

MySQL8 minJun 30, 2023
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Database Engineering

Zero-Downtime Database Migrations: The Expand-Contract Pattern for MySQL and PostgreSQL

A production guide to zero-downtime database migrations — why ALTER TABLE causes downtime, the Expand-Contract pattern, safe migration patterns for PostgreSQL and MySQL, and tooling with Flyway, Liquibase, pt-osc, and gh-ost.

PostgreSQL14 minJun 27, 2023
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Database Performance

Query Plan Regression: Detecting and Fixing Bad PostgreSQL Plans

Detect query plan regressions in PostgreSQL using auto_explain, pg_hint_plan, and plan baseline management

PostgreSQL12 minMay 30, 2023
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Database SRE

pg_upgrade: Major PostgreSQL Version Upgrades with Minimal Downtime

Use pg_upgrade to migrate between PostgreSQL major versions — upgrade strategies, pre-checks, and rollback plans

PostgreSQL11 minMay 10, 2023
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MySQL

ProxySQL: The Complete Guide to MySQL Load Balancing and Connection Pooling

ProxySQL pools thousands of application connections into a small backend pool, splits reads to replicas automatically, and lets you change routing without touching application code or restarting MySQL.

MySQL10 minMay 9, 2023
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Database Performance

PostgreSQL Index Bloat: Detection and Remediation

Identify bloated indexes in PostgreSQL using pgstattuple, REINDEX CONCURRENTLY, and automated monitoring

PostgreSQL11 minApr 11, 2023
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PostgreSQL

Security Invoker Views in PostgreSQL 15: Fixing a Long-Standing RLS Bypass

PostgreSQL views historically executed with the owner's privileges, bypassing row-level security policies. PostgreSQL 15 fixed this with security_invoker views — here's why it matters and how to use it in multi-tenant schemas.

PostgreSQL8 minMar 29, 2023
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Database Performance

PostgreSQL Checkpoint and WAL Tuning for High Throughput

Tune PostgreSQL checkpoint frequency, WAL segment size, and bgwriter to maximize write throughput

PostgreSQL11 minMar 14, 2023
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MySQL

MySQL JSON Functions: A Complete Guide to JSON_EXTRACT, JSON_SET, and Multi-Valued Indexes

A complete guide to MySQL JSON functions — JSON column type, JSON_EXTRACT and arrow operators, JSON_SET vs JSON_INSERT vs JSON_REPLACE vs JSON_MERGE_PATCH, functional indexes, and multi-valued indexes for arrays.

MySQL12 minFeb 28, 2023
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Database Performance

PostgreSQL JSONB vs JSON: Indexing, Performance, and When to Use Each

A deep dive into PostgreSQL JSONB vs JSON storage formats, GIN and B-tree indexing strategies, containment operators, and the performance characteristics that determine which to use for document storage workloads.

PostgreSQL12 minFeb 14, 2023
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PostgreSQL

PostgreSQL Full-Text Search: tsvector, GIN Indexes, and ts_rank in Production

A production guide to PostgreSQL full-text search — building tsvector generated columns, GIN indexes, multi-column search with setweight, ts_rank scoring, websearch_to_tsquery, and comparison against Elasticsearch.

PostgreSQL13 minJan 24, 2023
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MySQL

MySQL Full-Text Search: FULLTEXT Indexes, MATCH AGAINST, and Boolean Mode

A production guide to MySQL full-text search — FULLTEXT index creation, MATCH AGAINST in natural language and boolean modes, the 50% rule, InnoDB vs MyISAM FTS, combining with B-tree indexes, and comparison against Elasticsearch.

MySQL11 minNov 14, 2022
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