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All meeting notes

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2024-

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05-14 (Tuesday)

Recording Link: https://zoom.us/rec/share/sN17KGPA7TbV0j94nZr4dyhadrSy9Ynhl4pkX13v9AeYZVcNcWe3if2XG8RGVIkK.YiX600goxmG1gNI_

Presentation:  To be added

Topics:

Topics:

• ONE Summit Presentation 
•  Build failure fixed
• New CLI Repository
• "J" Release discussion 

2024-04-16 (Tuesday)

Recording Link:  Zoom1 O-RAN SC's Personal Meeting Room - Zoom

Topics:

• PTL Change announcement : 
• "J" Release discussion
• ONES Summit participation 
• O-RAN F2F meetings
• "I" Release discussion
  
  • "I" Release
  Jira tasks added and dev sprint 4 ongoing.
  • https://jira.o-ran-sc.org/secure/RapidBoard.jspa?rapidView=38&projectKey=AIMLFW
  • Model management
  • Generic Training pipeline
  • Support dynamic change of data source
  • Training service
  • AIMLFW bring up in NTUST
  • Discuss topics for HCLTech contribution to AIMLFW 
    • AD usecase
    • Any other topics
  • Energy savings usecase. Dataset shared. AIMLFW team to look at creating a simple prediction model.
  • Contribution of AIML model monitoring feature
  • Handle restart of VM or system hosting AIMLFW

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• • docs.google.com/spreadsheets/d/1KZbyU7MRR66kV9pMrrxHCA4CxcwKOKTStjtOna5jSdI/edit?usp=sharing

2024-04-02 (Tuesday)

Recording Link:  TBD

Topics:

• "J" Release discussion
• CLI for AIMLFW – request TOC (sprint-2)
• ONES Summit participation 
  • https://

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• • docs.google.com/spreadsheets/d/1KZbyU7MRR66kV9pMrrxHCA4CxcwKOKTStjtOna5jSdI/edit?usp=sharing

Action Item:

• Document pairwise testing procedure with nearRT RIC and nonRT RIC
• Offline discussion with Vishal Varvate for preparing content for ONE Summit.
• Demo presentation on Flyte pipeline management.

2024-03-19 (Tuesday)

Recording Link:  TBD

Topics:

• "J" Release discussion 
• demo on cli for AIMLFW
• ONES summit
• Use case discussion : 
  • New usecases from NTUST
  • Energy savings usecase
    • TIM's data
    • Viavi's data

2024-03-05 (Tuesday)

Recording Link:  TBD

Presentation:   NA

Topics:

• "J" Release discussion (Sprint Planning)
• F2F demo planning : 

  2024-02 O-RAN F2F Athens (event details)

  2024-02 F2F Presentation Material (Presentation Material)
• Use case discussion : 
  • New usecases from NTUST
  • Energy savings usecase
    • TIM's data
    • Viavi's data

2024-02-20 (Tuesday)

Recording Link:  https://zoom.us/rec/share/lKeMsbGSWclREGVkbObf4x6YSAFlBfbvSr1nZzhyEORDoHPv9eJvFzBY-Thhz3iF.JSaxjFRKq3mg796v

Presentation:   

Topics:

• "J" Release discussion (Sprint Planning)
• F2F demo planning
• Use case discussion : 
  • New usecases from NTUST
  • Energy savings usecase
    • TIM's data
    • Viavi's data

2024-02-06 (Tuesday)

Recording Link:  https://zoom.us/rec/share/ma5P3bPTkPpJpnei8DJirDSzuudhaOWd34gv-4EQg057U4bDL9hzb0UZoJPs2vu3.fGNYEuB5YQl0WAF_

Presentation:   To be added

Topics:

• "J" Release discussion 
• New usecases from NTUST
• Energy savings usecase
• Flyte for model training [Rajdeep]

2024-01-23 (Tuesday)

Recording Link:  Zoom1 O-RAN SC's Personal Meeting Room - Zoom

Topics:

• I Release discussion
• New usecases from NTUST
• Energy savings usecase
• Topics to be considered for J release
  • New Kubeflow version support
  • Other platform integration (similar to kubeflow)
  • CRD based approach
  • Kserve approach to deploy rapp

2024-01-09 (Tuesday)

Recording Link:  To be added

Presentation:   To be added

Topics:

• "I" Release discussion
• New usecases from NTUST
• Energy savings usecase
• Topics to be considered for J release
  • New Kubeflow version support
  • Other platform integration (similar to kubeflow)
  • CRD based approach
  • Kserve approach to deploy rapp

2023-12-12 (Tuesday)

Recording Link: https://zoom.us/rec/share/D1SQMOS1fpzDIVapOQhFj-BpiwhdxbdDrv_3VRYaYHandfD_pljl-kOwUYFJJzGp.DZGWGfh6u2R7mRaJ

Presentation:   NA

Topics:

• "I" Release discussion
  
  • "I" Release
  • Jira tasks added and dev sprint 5 ongoing.
    
    • https://jira.o-ran-sc.org/secure/RapidBoard.jspa?rapidView=38&projectKey=AIMLFW
    • Model management [Completed]
    • Generic Training pipeline   [Beyond I release]
    • Support dynamic change of data source [Completed]
    • Training service [Beyond I release]
    • Handle restart of VM or system hosting AIMLFW [Completed]
  • Updates from NTUST
  • Discuss topics for HCLTech contribution to AIMLFW 
    • AD usecase
    • Any other topics
  • Energy savings usecase. Dataset shared. AIMLFW team to look at creating a simple prediction model.
  • Contribution of AIML model monitoring feature

Discussion points:

• I release page is updated : I Release#AIMLFramework(AIMLFW)
• Need to check where the UAV dataset can be stored. Can it be stored in nexus. Need to check in RSAC.
• NTUST presented slides describing their integration and use of AIMLFW for UAV data set.
• NTUST presented plan to demonstrate AR/VR usecase in the future.

2023-11-27 (Tuesday)

Recording Link: https://zoom.us/rec/share/SRuTuyxvC3iShHAuQJgeIKd7TjtIaC0_9cFiy2GQTtIIFsQmk_FsJ1hx5bVK6mTn.8AkrwDiiwpudLM-G

Presentation:   

• Demo link: https://wiki.o-ran-sc.org/download/attachments/101416993/aimlfw_e2e_mme_i_release.mp4?api=v2
• Callflow: AIMLFW Callflows

Topics:

• "I" Release discussion
  
  • "I" Release
  • Jira tasks added and dev sprint 5 ongoing.
    
    • https://jira.o-ran-sc.org/secure/RapidBoard.jspa?rapidView=38&projectKey=AIMLFW
    • Model management
    • Generic Training pipeline   [Beyond I release]
    • Support dynamic change of data source [Completed]
    • Training service [Beyond I release]
    • Handle restart of VM or system hosting AIMLFW [Completed]
  • Updates from NTUST
  • Discuss topics for HCLTech contribution to AIMLFW 
    • AD usecase
    • Any other topics
  • Energy savings usecase. Dataset shared. AIMLFW team to look at creating a simple prediction model.
  • Contribution of AIML model monitoring feature

Discussion points:

• We will move Generic Training pipeline   feature to beyond I release.
• We will also consider the Energy saving usecase beyond I release.
• For model management feature, we have completed initial coding and testing. 
• Rajdeep Singh has shown the demo of integrated Model management service.
• I release videos will be uploaded here: Files for I release
• Implementation is done according to callflows here: AIMLFW Callflows

2023-11-14 (Tuesday)

Recording Link: https://zoom.us/rec/share/sN17KGPA7TbV0j94nZr4dyhadrSy9Ynhl4pkX13v9AeYZVcNcWe3if2XG8RGVIkK.YiX600goxmG1gNI_

Presentation:  NA

Topics:

• O-RAN F2F meetings
• "I" Release discussion
  
  • "I" Release
  • Jira tasks added and dev sprint 4 ongoing.
    
    • https://jira.o-ran-sc.org/secure/RapidBoard.jspa?rapidView=38&projectKey=AIMLFW
    • Model management
    • Generic Training pipeline
    • Support dynamic change of data source
    • Training service
  • AIMLFW bring up in NTUST
  • Discuss topics for HCLTech contribution to AIMLFW 
    • AD usecase
    • Any other topics
  • Energy savings usecase. Dataset shared. AIMLFW team to look at creating a simple prediction model.
  • Contribution of AIML model monitoring feature
  • Handle restart of VM or system hosting AIMLFW

Discussion points:

• Model management: SANDEEP KUMAR JAISAWAL has updated the basic service APIs are ready. Gave an initial demo of the services. SANDEEP KUMAR JAISAWAL and Rajdeep Singh working on he integration of Model management and training manager. Plan is to show an end to end demo in the next meeting.
• Generic Training pipeline: No update in this meeting.
• NTUST: Investigating on creating new model using new pipeline. After this plan is to deploy the model using kserve.
• Energy savings usecase: No update this week
• Handle restart of VM or system hosting AIMLFW: The feature is complete. In the latest installation, the VM that is hosting the AIMLFW can be shutdown and started again. After starting the VM, no reinstall of AIMLFW is required.

2023-10-31 (Tuesday)

Recording Link:  https://zoom.us/rec/share/MjEMRMH1Bta8G--Xd2PfZ_F-DLRwtaS7fWwcIxee98L0o3d6jEbuEeA5cUdu3Zib._e7wQto0wKRVN_lB

Presentation:  NA

Topics:

• O-RAN F2F meetings
• "I" Release discussion
  
  • "I" Release
  • Jira tasks added and dev sprint 4 ongoing.
    
    • https://jira.o-ran-sc.org/secure/RapidBoard.jspa?rapidView=38&projectKey=AIMLFW
    • Model management
    • Generic Training pipeline
    • Support dynamic change of data source
    • Training service
  • AIMLFW bring up in NTUST
  • Discuss topics for HCLTech contribution to AIMLFW 
    • AD usecase
    • Any other topics
  • Energy savings usecase. Dataset shared. AIMLFW team to look at creating a simple prediction model.
  • Contribution of AIML model monitoring feature
  • Handle restart of VM or system hosting AIMLFW

Discussion points:

• Model management: SANDEEP KUMAR JAISAWAL updated that core functions of  model management services are created using golang. Explained the final demo scenario. Can show an initial demo of model management services can be presented in the next meeting.
• Generic Training pipeline: Navaneethan Rajasekaran provided update offline. He was able to create the generic training pipeline and test using kubeflow adapter APIs.
• Support dynamic change of data source: This activity is completed, code is reviewed and merged.
• Training service: Not planned for I release, based on MVP-C slides presented, the training service APIs are yet to be finalized.
• AIMLFW callflows: N.K. Shankaranarayanan gave an overview of the slides prepared. the AIMLFW callflows are not complete. Will have an offline discussion to make an initial set of callflows for AIMLFW. O-RAN alliance has approved AIML workflow as a new function as part of the SMO.
  • Links shared:
    • https://oranalliance.atlassian.net/wiki/download/attachments/2844918001/TIM.AO-2023.09.25-WG1-CR-0001-DEC_SMO-TR_AIML_WF_services_v02.docx?api=v2
    • https://wiki.o-ran-sc.org/download/attachments/89784359/dec_smo_flows_v0.6_20231018.pptx?api=v2
• NTUST: Successfully deployed OSC near-rt ric. Also developing a new pipeline for the AIMLFW for a new usecase. Detailed installation document uploaded for H release. https://wiki

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Presentation:  To be added

Topics:

• O-RAN F2F meetings
• "I" Release discussion
  
• "I" Release
Jira tasks added and dev sprint 4 ongoing.
https://jira.o-ran-sc.org/download/attachments/secure81297504/RapidBoardOSC%20AI%20ML%20Framework%28Release%20H%29%20Install%20Notes.jspapdf?rapidView=38&projectKey=AIMLFW
• Model management
• Generic Training pipeline
• Support dynamic change of data source
• Training service
• AIMLFW bring up in NTUST
• Discuss topics for HCLTech contribution to AIMLFW 
  • AD usecase
  • Any other topics
• Energy savings usecase. Dataset shared. AIMLFW team to look at creating a simple prediction model.
• Contribution of AIML model monitoring feature
api=v2
• Contribution of AIML model monitoring feature: May not be considered as part of I release.
• Energy savings usecase: Navaneethan Rajasekaran  is looking into this topic. As first step to look into the analyzing the data.
• Handle restart of VM or system hosting AIMLFW: Yet to start working on this topic.

2023-10-17 (Tuesday)

Recording Link:  https://zoom.us/rec/share/nRcyBEOuUcid1TZsfVLLg8PrSzD5Vs3LkCQiUgkeYujvd0pfm-70jHD0DpprKigI.3OStoQDEd4-2fqos

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