H Feature Scope / Achievements: 

• Diversify training data source for Training host
  • Obtaining training data from DME in Non-RT RIC 
  • Creating Feature groups with data source and feature information

• Kserve adapter

  • Deploy and manage AI models in Near-RT RIC/Non-RT RIC

  • Integrate Inference host with O-Cloud( RICDMS ) and Management Func of RIC. 

• Training pipeline Enhancement

  • Provide sample pipelines by default

• AIMLFW feature enhancements
  • Options for edit, retrain and delete training jobs 

EPICs for H-release:

PTL: Joseph Thaliath 

JIRA

• Tasks / Backlog: https://jira.o-ran-sc.org/projects/AIMLFW/issues
• EPICs
  • [AIMLFW-13] All Test for H Release - ORAN Jira (o-ran-sc.org)
  • [AIMLFW-23] Installing Kserve inference service CRD in RIC cluster - ORAN Jira (o-ran-sc.org)
  • [AIMLFW-26] Diversify training data source for Training host - ORAN Jira (o-ran-sc.org)
  • [AIMLFW-25] training pipeline modification, retraining triggering - ORAN Jira (o-ran-sc.org)
  • [AIMLFW-24] Integrated installation - ORAN Jira (o-ran-sc.org)

H release highlights/accomplishments (<Date> ):

• TODO

H release source code, container images and deployment instructions

Gerrit / Code:

aiml-fw/awmf/tm:  Training Manager : Training job and model management

aiml-fw/athp/tps/kubeflow-adapter: Adapter for Kubeflow

aiml-fw/athp/sdk/model-storage: Sdk for accessing Model storage

aiml-fw/athp/sdk/feature-store: Sdk for accessing Feature store

aiml-fw/athp/data-extraction: Retrieving features for training from Data lake

aiml-fw/aimlfw-dep: Deployment scripts aiml workflow 

portal/aiml-dashboard: GUI for AIML Workflow

ric-app/qp-aimlfw: Sample ML Assist xApp for QoE prediction

aiml-fw/aihp/ips/kserve-adapter: kserve adapter for near-RT RIC

Container images are described here: 

• TODO

Installation Instructions: 

• TODO

Code coverage: 

https://sonarcloud.io/project/overview?id=o-ran-sc_aiml-fw-athp-tps-kubeflow-adapter

https://sonarcloud.io/project/overview?id=o-ran-sc_aiml-fw-athp-sdk-feature-store

https://sonarcloud.io/project/overview?id=o-ran-sc_aiml-fw-athp-sdk-model-storage

https://sonarcloud.io/project/overview?id=o-ran-sc_aiml-fw-athp-data-extraction

https://sonarcloud.io/project/overview?id=o-ran-sc_aiml-fw-awmf-tm