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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.

20 articles

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Topics:
All Articles(20)Database Performance(64)MySQL(52)PostgreSQL(47)Database Engineering(40)Database SRE(35)Cloud Databases(31)Analytics & OLAP(16)NoSQL Databases(45)Database Architecture(25)High Availability(20)

Latest Articles

Showing 12 of 20 articles

Cloud Databases

Azure SQL Managed Instance vs SQL Server on Azure VM vs Azure SQL Database

The decision matrix for the three Azure SQL flavors: eight constraints (cross-DB queries, SQL Agent, CLR, linked servers, networking, licensing…) that pick Managed Instance vs Azure SQL Database vs SQL Server on Azure VM, with a cost comparison and migration paths.

Azure14 minMay 27, 2026
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Cloud Databases

Aurora Serverless v2: Auto-Scaling Database for Variable Workloads

Use Aurora Serverless v2 for cost-effective scaling — ACU configuration, scaling behavior, and when it fits

PostgreSQL11 minJan 20, 2026
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Cloud Databases

Reduce MySQL RDS Audit Log Costs: Export to S3 and Cut Your AWS Bill

RDS MySQL audit logs stored in CloudWatch cost significantly more than S3 — and most teams don't need real-time log access. Here's how to export audit logs to S3 and cut your AWS bill.

MySQL8 minDec 11, 2025
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Cloud Databases

AWS Database Cost Management: Reserved Instances, Idle DB Shutdown, and Storage

Cut AWS database costs systematically: find over-provisioned RDS with Compute Optimizer, stop dev DBs after hours, buy Reserved Instances, and control storage growth.

AWS1 minNov 3, 2025
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Cloud Databases

Database Cost Optimization on AWS: RDS, Aurora, and ElastiCache in 2025

Four configuration mistakes account for 60% of AWS database waste. Learn to right-size to Graviton3, convert gp2 to gp3 storage, audit idle replicas, and use Reserved Instances to cut your database bill by 25-40%.

AWS10 minSep 16, 2025
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NoSQL Databases

MongoDB Atlas vs Self-Hosted: True TCO Analysis for 2025

MongoDB Atlas M30 costs 5.6x more than equivalent EC2 instances, but self-hosted TCO includes DBA labor that most comparisons ignore. Here's the honest math and when each option wins.

MongoDB10 minJul 29, 2025
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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.

ClickHouse8 minMay 20, 2025
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Cloud Databases

Aurora MySQL vs RDS MySQL: The Definitive 2026 Comparison

Aurora and RDS share the MySQL engine but diverge at the storage layer in ways that produce very different cost and performance profiles — the right choice depends entirely on your I/O pattern.

MySQL9 minApr 22, 2025
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Cloud Databases

Aurora Serverless v2: Production Tuning, ACU Sizing, and Cost Estimation

Configure Aurora Serverless v2 for production workloads. ACU sizing, RDS Proxy integration, CloudWatch monitoring, and cost vs provisioned comparison.

AWS1 minApr 4, 2025
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Cloud Databases

RDS Cost Optimization: Right-Sizing, Reserved Instances, and Storage Control

Cut Amazon RDS costs with right-sizing, Reserved Instances, Aurora Serverless v2, and snapshot lifecycle management. Practical techniques with real savings estimates.

AWS1 minApr 2, 2025
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NoSQL Databases

DynamoDB vs MongoDB in 2025: A Real-World Comparison for Growing Teams

DynamoDB and MongoDB are the two most common NoSQL choices, but cost structures, query flexibility, and operational overhead differ dramatically depending on your access patterns.

MongoDB9 minApr 1, 2025
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Cloud Databases

Cloud SQL vs RDS vs Azure Database: Managed MySQL and PostgreSQL Compared for 2026

A detailed comparison of Google Cloud SQL, Amazon RDS, and Azure Database for MySQL and PostgreSQL — HA architecture, failover times, connection pooling, pricing for equivalent instances, and platform-specific features.

PostgreSQL13 minMar 18, 2025
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