Skip to content

New node-red control flow for Kubeflow customization pipeline execution #1080

Open

Description

@482170765

We develop a new Node-red pipeline control flow over kubeflow pipeline execution. This flow divides the AI training, testing and deployment meta format for kubeflow AI pipeline execution. The functionality of each node varies depending on its assigned mission. For example, the data read node allows loading of different training data sets. The pre-process node allows data cleaning, regulation, normalization options. Further, the algorithm node allows selection of different AI training algorithms, such as decision tree, random forest, logistic regression etc. Details and the code is included in the following repo. site.
https://github.com/sefgsefg/Federated-Learning-on-kubeflow-with-nodered/tree/main/FL_kubeflow_with_node-red/examples

Activity

  1. changed the title [-]New node-red control flow for Kubeflow pipeline control[/-] [+]New node-red control flow for Kubeflow pipeline execution[/+] on Dec 22, 2023
  2. changed the title [-]New node-red control flow for Kubeflow pipeline execution[/-] [+]New node-red control flow for Kubeflow customization pipeline execution[/+] on Dec 22, 2023
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions