Clustered Federated AI

Research
1

Hi everyone,

We are exploring the idea clustered federated learning systems. Potential benefits include:

• Intuitive use-cases where data can be clustered.

• Better handling of data through homogeneous datasets,

Opportunities to Contribute

We’d love to hear your input! Here’s how you can contribute:

  1. Ideas and Design: Share thoughts on implementing clustered federated learning.
  2. Code and Prototypes: Help experiment with clustered FL using Flower.
  3. Research and Resources: Share papers, tools, or examples relevant to clustered federated learning.

Key Questions

• How can clustered federated learning be implemented using Flower?

• What modifications or extensions would be needed?

Let’s collaborate to explore this concept!