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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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Topics:
All Articles(217)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)

Latest Articles

Showing 12 of 217 articles

PostgreSQL 13 End of Life: Your Complete Guide to Upgrading Before November 2025
PostgreSQL

PostgreSQL 13 End of Life: Your Complete Guide to Upgrading Before November 2025

PostgreSQL 13 will officially reach end of life on November 13, 2025. After this date, the PostgreSQL Global Development Group will stop releasing security patc

2/4/2025
23 min
1.3K
PostgreSQL
Migration
Read
OpenSearch vs Elasticsearch in 2026: Licensing, Features, and Migration
Database Architecture

OpenSearch vs Elasticsearch in 2026: Licensing, Features, and Migration

OpenSearch (Apache 2.0) and Elasticsearch (EL2/SSPL) have diverged. Compare licensing, security features, AI/ML capabilities, and migration complexity for 2026.

1/14/2025
8 min
3
Open Source
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
Null Handling in MongoDB: null vs Missing Fields vs undefined Explained
NoSQL Databases

Null Handling in MongoDB: null vs Missing Fields vs undefined Explained

MongoDB's flexible schema allows fields to be null, explicitly set to null, or simply absent — and these three states behave differently in queries, aggregations, and indexes.

9/27/2024
7 min
1
MongoDB
NoSQL
Read
StarRocks as a Vector Database – Architecture, Scaling, and Best Practices
Analytics & OLAP

StarRocks as a Vector Database – Architecture, Scaling, and Best Practices

Use StarRocks for high-performance vector search with HNSW indexes. Learn real-time vector ingestion, hybrid queries combining vectors with analytics, and scaling strategies.

8/20/2024
20 min
3.8K
StarRocks
Vector Database
Read
MySQL 8.0 EOL in 2026: Why Upgrading to MySQL 8.4 LTS Is Mission-Critical
MySQL

MySQL 8.0 EOL in 2026: Why Upgrading to MySQL 8.4 LTS Is Mission-Critical

MySQL 8.0 end-of-life is April 2026. Plan your upgrade to MySQL 8.4 LTS now. Learn migration strategies, new features, and compatibility considerations.

8/13/2024
17 min
21K
MySQL
InnoDB
Read
Redis vs Valkey: A Complete Guide to the Future of In-Memory Databases
NoSQL Databases

Redis vs Valkey: A Complete Guide to the Future of In-Memory Databases

Understand the Redis fork landscape after licensing changes. Compare Redis and Valkey features, licensing implications, migration paths, and community support.

7/11/2024
5 min
22.2K
Redis
NoSQL
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
Neon: Serverless PostgreSQL with Branching for Development
Cloud Databases

Neon: Serverless PostgreSQL with Branching for Development

Use Neon for serverless PostgreSQL — database branching for dev/test, autoscaling, and cost model

6/12/2024
10 min
1
PostgreSQL
Cloud
Read
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