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Integration and Test (INT)

Primary Goals: Make each OSC projects to adopt XTesting framework and contribute test cases that can be run at release time for validation. Stretch goal would be to write additional integration test cases based on across project interactions.

H Feature Scope / Achievements:

  • Convert existing RICPLT/RICAPP Robot test cases in it/test repo to be executed with XTesting, which should automate the deployment of RIC platform, onboarding an xApp, and execute test cases all together.
  • Wind River may contribute XTesting test cases on the o2 repo
  • Specific to the Asia Pacific Open Lab:
    • Completing E2 setup procedure between OSC Near-RT RIC and OAI gNb.
    • Incorporate E2AP v2 in OAI CU for connection between OAI CU and OSC Near-RT RIC.
    • Verify data exchange between netconf and ves between OAI CU and OSC SMO.
    • Testing C-plane in F1 interface connection between OAI CU and OSC DU.

PTL: James Li

H release highlights/accomplishments (<date>):

TODO

H release source code, container images and deployment instructions

gerrit (look for the latest changes for H release from the following repositories):

https://gerrit.o-ran-sc.org/r/it/dep

https://gerrit.o-ran-sc.org/r/it/dev

https://gerrit.o-ran-sc.org/r/it/test



AIML Framework (AIMLFW)

Primary Goals:

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

H

Feature Scope

release highlights/

Achievements

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

Func

    • 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
serverORAN Jira
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keyAIMLFW-13

Jira
serverORAN Jira
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columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
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keyAIMLFW-23

Jira
serverORAN Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId5ec52304-b77c-3ce7-af6a-112cb13e6008
keyAIMLFW-

24

25

Jira
serverORAN Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId5ec52304-b77c-3ce7-af6a-112cb13e6008
keyAIMLFW-

25

26

Jira
serverORAN Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId5ec52304-b77c-3ce7-af6a-112cb13e6008
keyAIMLFW-

26

35

Jira
serverORAN Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId5ec52304-b77c-3ce7-af6a-112cb13e6008
keyAIMLFW-

35

Jira
serverORAN Jira
columnIdsissuekey,summary,issuetype,created,updated,duedate,assignee,reporter,priority,status,resolution
columnskey,summary,type,created,updated,due,assignee,reporter,priority,status,resolution
serverId5ec52304-b77c-3ce7-af6a-112cb13e6008
keyAIMLFW-47

Sprint Demo

PTL: Joseph Thaliath 

JIRA

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

47


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:1.1.0
  • 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::1.1.0
  • AIMLFW notebook component: nexus3.o-ran-sc.org:10002/o-ran-sc/portal-aiml-notebook-docker::1.1.0
https://sonarcloud.io/project/overview?id=o-ran-sc_aiml-fw-awmf-tm