- Definition
- Initial AI/ML workflow implementation for O-RAN environment. Need to interact with another project to accomplish a whole life cycle management of the AI model.
Repo. hierarchy
Repository (Hierarchy) | Description | |||
aiml-fw |
O-RAN AIML Framework Project
awmf
AI Workflow Management Function
awmf | tm | Training Manager : pipeline and model management | |
athp |
AI Training Host Platform
dataextraction | Data broker, Interaction with Data lake (SMO) | ||
|
SDK for Training Host
featurestore | Feature store |
modelstore | Model Storage |
|
Training Platform Service (ex. Kubeflow)
kubeflowadatper | Adapter for Kubeflow |
|
ips |
Inference Platform Service (ex. Kserve)
kserveadapter | Adapter for Kserve |
dep | Deployment scripts aiml workflow → it/dep linking | ||
portal |
GUI Modules in O-RAN project
aiml-dashboard | GUI for AIML Workflow | ||
|
RIC Application Project
qp-aimlfw | Sample pipeline and ML xApp for QoE prediction | |||
