AWS Databases — RDS, NoSQL, and Redis Cache Overview

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What is AWS RDS (Relational Database Service)?

Amazon RDS (Relational Database Service) is a managed database service provided by AWS that makes it easy to set up, operate, and scale relational databases in the cloud.

It automates:

  • Database provisioning

  • Backups and snapshots

  • Software patching

  • Monitoring

  • High availability (Multi-AZ)

So, instead of manually installing and managing a database on an EC2 instance, RDS handles all infrastructure tasks for you — allowing you to focus on your data and application logic.


🧩 Why Use AWS RDS?

✅ Fully managed by AWS (no manual setup)
✅ Automated backups and recovery
✅ Multi-AZ replication for high availability
✅ Read replicas for performance scaling
✅ Built-in monitoring via CloudWatch


🗄️ Types of Databases Supported by AWS RDS

Database Engine Description Best Use Case
Amazon Aurora AWS-built high-performance database compatible with MySQL & PostgreSQL Enterprise apps needing high performance and scalability
MySQL Open-source relational database Web and eCommerce applications
PostgreSQL Advanced open-source DB with strong features and reliability Analytics, geospatial, and large data apps
MariaDB Community-driven MySQL-compatible database Open-source and cost-effective apps
Oracle Commercial enterprise-grade database Legacy or enterprise ERP/CRM systems
SQL Server Microsoft’s relational DBMS .NET and Windows-based enterprise applications

📘 RDS Architecture Overview

  1. Primary Instance — main database used for reads/writes

  2. Standby Instance (Multi-AZ) — replica in another AZ for failover

  3. Read Replica — used to offload read queries

  4. Storage (EBS) — stores database files with automatic scaling

  5. Backups — automated or manual snapshots stored in S3


🔢 What is a NoSQL Database?

NoSQL (Not Only SQL) databases are designed to handle large volumes of unstructured or semi-structured data.
They don’t use fixed table schemas like relational databases.


🧠 Key Features of NoSQL Databases

Feature Description
Schema-less Flexible data structure — no need for predefined tables
Scalable Designed for horizontal scaling
High Performance Optimized for fast reads/writes
Data Types Key-value, document, column, graph models

🔹 Popular AWS NoSQL Service: Amazon DynamoDB

Amazon DynamoDB is AWS’s fully managed NoSQL database service.
It stores data as key-value pairs and supports document-style JSON data.

Advantages:

  • Serverless (no need to manage infrastructure)

  • Auto-scaling for high traffic

  • Millisecond response times

  • Integrated with AWS Lambda and Streams

Use cases:

  • Gaming leaderboards

  • E-commerce carts

  • IoT data

  • Real-time analytics


What is Amazon ElastiCache (Redis Cache)?

Amazon ElastiCache is a fully managed in-memory cache service that supports:

  • Redis

  • Memcached

It helps improve application performance by caching frequently accessed data in memory instead of querying the database repeatedly.


🔹 Why Use Redis Cache?

Feature Benefit
In-memory caching Ultra-fast performance
Session management Store user sessions efficiently
Leaderboard & ranking Real-time ranking systems
Pub/Sub messaging Event-based systems
Integration with RDS/DynamoDB Reduces DB load and response time

🧠 How Redis Fits in Architecture

  1. User requests data

  2. Application checks Redis cache

  3. If data found → return directly (fast)

  4. If not → fetch from DB → store in Redis → return to user

This is known as Cache-aside pattern.


🧾 Summary

Service Type Description Best For
RDS Relational Managed SQL databases Structured data, transactions
DynamoDB NoSQL Key-value & document store High-scale, flexible apps
ElastiCache (Redis) In-memory cache Fast data retrieval Performance optimization

Key Takeaways

  • RDS → Managed relational DB (MySQL, PostgreSQL, etc.)

  • NoSQL → Schema-less, flexible DB like DynamoDB

  • Redis Cache → Super-fast in-memory cache for speed

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