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Database Insights

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

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Topics:
All Articles(7)Database Performance(64)MySQL(52)PostgreSQL(44)Database Engineering(40)Database SRE(35)Cloud Databases(30)Analytics & OLAP(16)NoSQL Databases(44)Database Architecture(25)High Availability(20)

Latest Articles

Showing 7 of 7 articles

ClickHouse Explained (2026): MergeTree, Distributed Engine & Real-Time OLAP
Analytics & OLAP

ClickHouse Explained (2026): MergeTree, Distributed Engine & Real-Time OLAP

Build blazing-fast analytics with ClickHouse columnar database. Learn MergeTree engine, data modeling, query optimization, and cluster deployment strategies.

5/13/2026
5 min
11.9K
Performance
Analytics
Read
Real-Time Analytics Pipeline: PostgreSQL to ClickHouse via CDC
Analytics & OLAP

Real-Time Analytics Pipeline: PostgreSQL to ClickHouse via CDC

Build a real-time analytics pipeline from PostgreSQL to ClickHouse using CDC — architecture, latency, and schema mapping

2/2/2026
12 min
196
PostgreSQL
Architecture
Read
ClickHouse for Real-Time Analytics: MergeTree, Materialized Views, and Ingestion
Analytics & OLAP

ClickHouse for Real-Time Analytics: MergeTree, Materialized Views, and Ingestion

Use ClickHouse for sub-second analytics on billions of rows. Covers MergeTree table engine, LowCardinality types, AggregatingMergeTree materialized views, and MySQL ingestion.

10/1/2025
1 min
209
Optimization
ETL
Read
ClickHouse MergeTree Engine: Storage Architecture and Query Optimization
Analytics & OLAP

ClickHouse MergeTree Engine: Storage Architecture and Query Optimization

ClickHouse MergeTree is why ClickHouse queries 1 billion rows in 0.3 seconds. Learn how parts, merges, and sparse indexes work, and how to choose the ORDER BY key, secondary indexes, and MergeTree variants.

9/2/2025
10 min
183
SQL
Analytics
Read
ClickHouse Cloud vs Self-Hosted: Total Cost of Ownership in 2025
Analytics & OLAP

ClickHouse Cloud vs Self-Hosted: Total Cost of Ownership in 2025

ClickHouse Cloud is convenient but can cost 3-5x more than a well-tuned self-hosted cluster at scale. This breakdown shows exactly where the cost lines cross.

5/20/2025
8 min
176
Cloud
Cost Optimization
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
169
Performance
Cloud
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
109
Performance
Cloud
Read
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