🟩 Caching My First App with Amazon ElastiCache — A Beginner’s Redis Experiment


Caching always sounded like an advanced topic to me — until I tried Amazon ElastiCache on the Free Tier. Turns out, it's beginner-friendly (at least for simple stuff!) and it can speed up apps by avoiding repeated DB calls.
Here’s how I explored Redis (the caching engine) and what I managed to build.
⚡ Why I Tried ElastiCache?
I heard caching can:
Reduce database load
Improve app performance
Store frequently accessed data
And with ElastiCache for Redis being available on the AWS Free Tier, I thought — why not try it out?
🛠️ My Setup (All Free Tier)
Service: Amazon ElastiCache → Redis
Node Type:
cache.t4g.micro
(750 hrs/month free)Engine: Redis
AZ placement: Single zone
Access: Made sure my VPC/Subnet were correct
Security Group: Allowed my EC2 or local IP on port
6379
Note: Redis doesn’t support public access directly. So you either:
Connect from an EC2 instance in the same VPC
Or set up a bastion tunnel (advanced — I skipped this for now)
🧪 How I Tested It (from EC2)
Once my Redis node was ready, I launched a small EC2 instance inside the same VPC. After installing the required dependencies, I tested the connection from the terminal.
I wrote a simple Python script to:
Connect to the Redis endpoint
Store a key-value pair
Retrieve and print it
The response was instant — Redis is super fast!
Everything worked as expected, and it gave me a good sense of how caching can really reduce latency.
🧠 What I Learned
ElastiCache can be tricky if you’re trying to connect from your laptop. Use EC2 inside the same VPC for testing.
Redis is key-value based, and super fast.
This setup is perfect for:
Session storage
Frequently accessed data
Reducing DB queries
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Written by

Ruchika Gurbaxani
Ruchika Gurbaxani
AWS Cloud Enthusiast | Cybersecurity Aware Cloud-savvy and security-conscious, I'm a tech enthusiast with a strong foundation in Python, C, Networking, and Cloud Computing. Currently preparing for AWS certifications, I’ve completed the Mastercard Cybersecurity Virtual Experience and hold the ZTCA (Zscaler Zero Trust Certified Associate) certification. My projects reflect a passion for secure, scalable cloud solutions—notably SilentWhisper, an anonymous communication app. Recognized for achievements in NASA’s Scientist for a Day, Smart India Hackathon, and creative competitions like painting at Raman Science Center. I'm also active on LeetCode, HackerRank, and GitHub, where I regularly enhance my problem-solving and development skills.