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Expert Database Knowledge

Database Insights

Expert insights on database management, performance optimization, and reliability engineering from industry professionals

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All Articles(123)Database Performance(63)MySQL(52)PostgreSQL(44)Database Engineering(40)Database SRE(34)Cloud Databases(29)Analytics & OLAP(16)NoSQL Databases(44)Database Architecture(25)High Availability(19)

MySQL Articles

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Demystifying MySQL EXPLAIN FORMAT=TREE: Read Query Plans Like a DBA
Database Performance

Demystifying MySQL EXPLAIN FORMAT=TREE: Read Query Plans Like a DBA

MySQL 8.0 introduced EXPLAIN FORMAT=TREE — a hierarchical, human-readable query plan format that reveals join order, access methods, and cost estimates in a way that the traditional tabular EXPLAIN cannot.

7/27/2023
9 min
156
Performance
Optimization
Read
Improving Query Performance with Multi-Valued Indexes in MySQL 8.0
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.

6/30/2023
8 min
247
Performance
Optimization
Read
Zero-Downtime Database Migrations: The Expand-Contract Pattern for MySQL and PostgreSQL
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.

6/27/2023
14 min
137
PostgreSQL
Optimization
Read
Vitess: MySQL Sharding for Kubernetes-Native Workloads
Database Architecture

Vitess: MySQL Sharding for Kubernetes-Native Workloads

Deploy Vitess for horizontal MySQL sharding — VSchema design, vtgate routing, and migration from single-instance MySQL

5/22/2023
12 min
91
Architecture
Open Source
Read
ProxySQL: The Complete Guide to MySQL Load Balancing and Connection Pooling
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.

5/9/2023
10 min
127
Performance
Optimization
Read
Mastering AWS RDS Max Connections for MySQL & PostgreSQL
Cloud Databases

Mastering AWS RDS Max Connections for MySQL & PostgreSQL

Master AWS RDS connection limits for MySQL and PostgreSQL. Learn max_connections calculation, connection pooling strategies, and optimization techniques.

4/11/2023
15 min
766
PostgreSQL
RDS
Read
Debezium and Change Data Capture: Stream MySQL and PostgreSQL to Kafka
Database Engineering

Debezium and Change Data Capture: Stream MySQL and PostgreSQL to Kafka

Debezium reads MySQL binary logs and PostgreSQL WAL to stream every row-level change as a Kafka event in near real-time — replacing nightly batch ETL with sub-second data propagation.

4/3/2023
11 min
138
PostgreSQL
Architecture
Read
MySQL JSON Functions: A Complete Guide to JSON_EXTRACT, JSON_SET, and Multi-Valued Indexes
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.

2/28/2023
12 min
106
Optimization
SQL
Read
MySQL Indexes Explained: Complete Data Structure Guide for Query Optimization
MySQL

MySQL Indexes Explained: Complete Data Structure Guide for Query Optimization

Master MySQL index data structures and optimization strategies. Learn B+ tree internals, index selection, covering indexes, and real-world performance case studies.

1/17/2023
20 min
1.2K
Performance
MySQL
Read
AWS RDS Proxy: Connection Pooling for Lambda, Microservices, and High-Concurrency MySQL and PostgreSQL
Cloud Databases

AWS RDS Proxy: Connection Pooling for Lambda, Microservices, and High-Concurrency MySQL and PostgreSQL

A production guide to AWS RDS Proxy — how it works, when to use it, IAM authentication setup, and the connection pool sizing rules that prevent Lambda-induced database overload.

1/16/2023
11 min
243
Performance
PostgreSQL
Read
MySQL Binlog to Kafka: Building a CDC Pipeline
Database Engineering

MySQL Binlog to Kafka: Building a CDC Pipeline

Build a MySQL CDC pipeline using binlog and Kafka — Debezium, Maxwell, or Canal — trade-offs and production setup

12/7/2022
12 min
98
Architecture
Open Source
Read
AWS RDS MySQL Cost Optimization
Database SRE

AWS RDS MySQL Cost Optimization

Reduce AWS RDS MySQL costs by 40-60% with proven optimization strategies. Learn Reserved Instance planning, right-sizing, storage optimization, and read replica strategies.

12/6/2022
4 min
2.9K
RDS
Cost Optimization
Read
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