Federated-Learning-on-kubeflow-with-nodered

A simple example of federated learning on kubeflow with node-red which can control number of clients

Implementation

git clone https://github.com/sefgsefg/Federated-Learning-on-kubeflow-with-nodered.git

cd Federated-Learning-on-kubeflow-with-nodered/FL_kubeflow_with_node-red/example

./run.sh main

Problem solve: -bash: ./run.sh: Permission denied

chmod +x run.sh

cd scripts

chmod +x entrypoint.sh

cd ..

Run ./run.sh main again

./run.sh main

1.Build the Federated-Learning flow on node-red.

2.Double click the FL node and edit the number of clients.

3.Deploy and run the flow. It will run on the kubeflow pipeline.

Reference

https://github.com/justin0322/Node-RED-Kubeflow-Pipeline-Extension