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Joseph Thaliath

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AIML Framework (AIMLFW)

Primary Goals:

  • Diversify training data source for Training host
  • Kserve adapter for Near-RT RIC
  • AIMLFW feature enhancements

H release highlights/accomplishments:

  • 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 Functions of RIC. 

  • Training pipeline Enhancement

    • Provide sample pipelines by default

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


EPICs considered for H-release:

Jira Legacy
serverSystem Jira
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serverId3122c0e4-6090-3a7d-9725-8b5a32a8eaeb
keyAIMLFW-13

Jira Legacy
serverSystem Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId3122c0e4-6090-3a7d-9725-8b5a32a8eaeb
keyAIMLFW-23

Jira Legacy
serverSystem Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId3122c0e4-6090-3a7d-9725-8b5a32a8eaeb
keyAIMLFW-25

Jira Legacy
serverSystem Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId3122c0e4-6090-3a7d-9725-8b5a32a8eaeb
keyAIMLFW-26

Jira Legacy
serverSystem Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId3122c0e4-6090-3a7d-9725-8b5a32a8eaeb
keyAIMLFW-35

Jira Legacy
serverSystem Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId3122c0e4-6090-3a7d-9725-8b5a32a8eaeb
keyAIMLFW-47

Jira Legacy
serverSystem Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId3122c0e4-6090-3a7d-9725-8b5a32a8eaeb
keyAIMLFW-50


PTL: Joseph Thaliath 

Wiki: AI/ML Framework

Tasks / Backlog / JIRA:  https://jira.o-ran-sc.org/projects/AIMLFW/issues

Gerrit / Code:

Sonar / Test Coverage Reports:

Documentation:

https://docs.o-ran-sc.org/en/latest/projects.html#ai-ml-framework

Installation/Demo guides:

AIMLFW: https://docs.o-ran-sc.org/projects/o-ran-sc-aiml-fw-aimlfw-dep/en/latest/installation-guide.html

Kserve adapter: https://docs.o-ran-sc.org/projects/o-ran-sc-aiml-fw-aihp-ips-kserve-adapter/en/latest/

Demo videos:

Demo Videos for H release

Release Container images:

  • Training manager component: nexus3.o-ran-sc.org:10002/o-ran-sc/aiml-fw-awmf-tm-docker:1.1.03
  • Data extraction component: nexus3.o-ran-sc.org:10002/o-ran-sc/aiml-fw-athp-data-extraction-docker:1.0.1
  • Kubeflow adapter component: nexus3.o-ran-sc.org:10002/o-ran-sc/aiml-fw-athp-tps-kubeflow-adapter-docker:1.1.0
  • AIMLFW dashboard component: nexus3.o-ran-sc.org:10002/o-ran-sc/portal-aiml-dashboard-docker::1.1.02
  • AIMLFW notebook component: nexus3.o-ran-sc.org:10002/o-ran-sc/portal-aiml-notebook-docker::1.1.02