Pi 5 Federated Learning Research Node
Pi 5 Federated Learning Research Node – Privacy-Preserving ML Cluster with Flower
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Deploy a three-node federated learning testbed on your desk. Using the Flower framework, each Raspberry Pi 5 node trains a global model collaboratively on locally stored data—no raw samples ever leave the device. This is the same paradigm used in healthcare, finance, and edge AI research to protect sensitive information.
What You'll Build
A fully networked federated learning cluster where three Pi 5 nodes run Flower client-server workloads. You'll configure NVMe SSDs for high-speed local data storage, connect them over a managed switch, and orchestrate model aggregation on a virtual server node. By the end, you'll run a real federated training loop—watching the shared model accuracy rise without centralizing datasets.
What You'll Learn
- Setting up a Raspberry Pi 5 cluster with NVMe storage acceleration
- Installing and configuring the Flower federated learning framework
- Designing a privacy-preserving training pipeline with simulated clients
- Managing distributed model aggregation and evaluating convergence
Kit Contents
| Component | Quantity |
|---|---|
| Raspberry Pi 5 4GB | 3 |
| NVMe SSD 128GB | 3 |
| Pi 5 M.2 HAT+ | 3 |
| Ethernet Switch 5-port | 1 |
| USB-C PSU | 3 |
Why Buy This Kit Instead of Sourcing Parts Separately
| Factor | Sourcing Separately | Compoden Kit |
|---|---|---|
| Compatibility checks | You verify every part | Pre-tested as a system |
| Build support | Forums and scattered tutorials | AI companion trained on this exact project |
| Time to first working build | Days of debugging | Hours, with step-by-step guidance |
| Shipping coordination | Multiple sellers, multiple delays | One shipment from Bengaluru in 3-5 days |
Who This Kit Is For
Ideal for B.Tech CSE/ECE majors taking up final-year projects on privacy-preserving AI, M.Tech researchers prototyping edge federated learning, and teams participating in the Smart India Hackathon’s privacy track. Also suited for ATL tinkering labs that want to demonstrate modern distributed ML concepts and IIT/NIT/VIT/BITS students building publication-ready experiments.
Built and Backed by Compoden
Every Compoden kit ships with an AI build companion trained on this exact project — accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.
What if I get stuck during the build?
Scan the QR code on the box to chat with your AI build companion trained on this exact cluster setup, or reach our support team over WhatsApp for real-time assistance.
Do I need an internet connection to run federated learning?
The cluster works on a local network for training; internet is only required for initial package installation and accessing the AI companion. Once set up, all training data stays offline and private.
Can I use this kit for real-world datasets like medical or financial data?
Absolutely. The architecture is designed to keep raw data on each node. You can load real datasets onto the NVMe drives and run the Flower pipeline without any data leaving the device, making it compliant with privacy-by-design principles.
What if a Raspberry Pi 5 fails during training?
Federated learning is resilient to client dropouts. The Flower framework will continue aggregation with the remaining nodes. If a hardware fault occurs, contact us for a replacement under the 7-day defect policy.
Flower federated learning framework trains a shared model across three Pi 5 nodes without sharing raw data — privacy-preserving ML.
What's in this kit
Shipping Information
- Prepaid Orders: ₹75 for orders up to ₹999, FREE shipping above ₹999
- COD Orders: ₹125 shipping + ₹50 COD fee = ₹175 total
- Delivery Timeline: Dispatch in 1-2 days, delivery in 2-7 days depending on location
Returns & Warranty
- 7-Day Return: Manufacturing defects only (approval required)
- Warranty: 7 days from delivery
- Non-Returnable: Batteries, consumables, cut wires, clearance items