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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(72)Database Performance(40)MySQL(25)PostgreSQL(12)Database Engineering(31)Database SRE(24)Cloud Databases(20)Analytics & OLAP(9)NoSQL Databases(30)Database Architecture(18)High Availability(8)

Performance Articles

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Showing 12 of 72 articles

5 Surprising Truths About Database Performance
Database Performance

5 Surprising Truths About Database Performance

Five counterintuitive database performance truths every engineer gets wrong — over-indexing costs, N+1 queries, connection pool sizing, replica reads, and EXPLAIN limitations.

12/15/2025
7 min
4
Performance
Optimization
Read
MongoDB Plan Cache Memory Issue: The SBE Bug and How to Fix It
NoSQL Databases

MongoDB Plan Cache Memory Issue: The SBE Bug and How to Fix It

MongoDB's Slot-Based Execution (SBE) engine introduced a plan cache memory leak affecting certain MongoDB versions — here's how to detect, mitigate, and fix it.

12/8/2025
8 min
2
MongoDB
NoSQL
Read
AWS DMS Performance Tuning: Zero-Downtime Database Migration at Scale
Cloud Databases

AWS DMS Performance Tuning: Zero-Downtime Database Migration at Scale

AWS DMS can migrate terabytes of data with zero downtime — but default settings leave significant performance on the table. Here's how to tune DMS for production-grade migrations.

11/29/2025
10 min
5
AWS
Migration
Read
T
Database SRE

The 2026 Database Apocalypse: Why Your Database Might Explode (And How to Save It)

In 2026, more database versions are hitting end-of-life than any year in recent history.

11/18/2025
8 min
122
Performance
Monitoring
Read
Welcome PostgreSQL 18: A Revolutionary Leap in Database Performance and Developer Experience
Database Performance

Welcome PostgreSQL 18: A Revolutionary Leap in Database Performance and Developer Experience

Explore PostgreSQL 18 revolutionary features including async I/O, improved parallelism, enhanced JSON support, and developer experience improvements coming in 2025.

5/9/2025
10 min
8.8K
PostgreSQL
Performance
Read
ClickHouse vs BigQuery: Analytical Database Comparison for 2026
Analytics & OLAP

ClickHouse vs BigQuery: Analytical Database Comparison for 2026

A detailed comparison of ClickHouse and BigQuery for analytical workloads — MergeTree engine vs Capacitor storage, self-hosted vs serverless cost models, query latency, real-time ingestion, and when to choose each.

4/14/2025
12 min
1
ClickHouse
Analytics
Read
PostgreSQL Indexing Best Practices: The Complete Guide for Production
Database Performance

PostgreSQL Indexing Best Practices: The Complete Guide for Production

PostgreSQL offers multiple index types for different access patterns — and choosing wrong means slow queries or wasted space. A comprehensive guide to indexing strategy, from type selection to monitoring and maintenance.

3/7/2025
10 min
2
PostgreSQL
Indexing
Read
Snowflake vs ClickHouse vs BigQuery: OLAP Database Comparison 2025
Analytics & OLAP

Snowflake vs ClickHouse vs BigQuery: OLAP Database Comparison 2025

Compare Snowflake, ClickHouse, and BigQuery on performance, cost, ecosystem, and real-world use cases

11/18/2024
13 min
1
ClickHouse
Analytics
Read
MySQL Performance Tuning in 2025: The Complete Professional Guide
Database Performance

MySQL Performance Tuning in 2025: The Complete Professional Guide

Master MySQL performance optimization with this comprehensive 2025 guide. Learn expert techniques for query tuning, indexing strategies, memory configuration, and InnoDB optimization to achieve 10x database performance improvements.

11/12/2024
11 min
23.7K
MySQL
Performance
Read
MySQL 8.4 LTS: Production-Ready InnoDB Defaults Transform Database Performance
Database Performance

MySQL 8.4 LTS: Production-Ready InnoDB Defaults Transform Database Performance

MySQL 8.4 LTS introduces production-optimized InnoDB defaults out of the box. Learn new default values, performance implications, and upgrade considerations.

7/9/2024
7 min
760
MySQL
InnoDB
Read
PostgreSQL Connection States: Understanding pg_stat_activity for Production Diagnosis
Database Performance

PostgreSQL Connection States: Understanding pg_stat_activity for Production Diagnosis

PostgreSQL's pg_stat_activity view exposes every connection's state — but understanding what 'idle in transaction' means and why it's dangerous requires knowing the full lifecycle of a PostgreSQL backend process.

6/18/2024
8 min
1
PostgreSQL
Monitoring
Read
Supercharging Database Performance: InnoDB Parallel Threads DDL in MySQL 8.4
Database Performance

Supercharging Database Performance: InnoDB Parallel Threads DDL in MySQL 8.4

Leverage MySQL 8.4 InnoDB parallel DDL for faster schema changes. Learn parallel index creation, online DDL improvements, and reduced maintenance windows.

6/18/2024
8 min
506
MySQL
InnoDB
Read
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