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Meeting Info

AI/ML Framework meetings are open to the public and held on Tuesdays at noon UTC.  World Time Zone Map

Zoom 1 Info:

UTC-timeTuesday 12:00

https://zoom.us/j/9644759813

Seoul (KST / UTC+9)Tuesday 21:00TODO
Delhi (IST / UTC+5:30)Tuesday 17:30TODO
New York (EDT / UTC-4 during DST (-5 in the winter))Tuesday 08:00+1 669 900 6833 // +1 646 558 8656 // 855 880 1246 (Toll Free) // 877 369 0926 (Toll Free)
Paris (CEST / UTC+1 in the winter (+2 during DST))Tuesday 14:00+33 7 5678 4048 // +33 1 8288 0188 // 805 082 588 (Toll Free)
Beijing (CST / UTC+8)Tuesday 20:00+86 10 87833177 // +86 10 53876330 // 400 616 8835 (Toll Free) // 400 669 9381 (Toll Free)
Tokyo (JST / UTC+9) Tuesday 21:00+81 524 564 439 // +81 3 4578 1488 // 0 800 100 5040 (Toll Free)
Helsinki  (EEST / UTC+2 in the winter (+3 during DST))Tuesday 15:00

+358 341092129

Other international numbersWorld Time Zone Map

International numbers available: https://zoom.us/u/acyy3hylQi

All meeting notes


2022-11-15 (Tuesday)

Recording Link: To be added

Presentation: N/A

Agenda and meeting minutes: 

  • Sprint 3 progress
    • Review the status of JIRA tasks created
      • Prepare installation scripts for AIMLFW 
      • Create jenkins job for all AIMLFW repositories
      • Adding unit tests
      • Creation of repositories
      • Creation of QoE assist xapp
  • Sprint 4 plan
    • Commit installation scripts for AIMLFW 
    • Create jenkins job for all AIMLFW repositories
    • Adding unit tests
    • Creation of QoE assist xapp
    • Integrated testing
  • H-release plan

2022-11-01 (Tuesday)

Recording Link: https://zoom.us/rec/share/1hsavyCSMJ9FuXROFxf8GnR6ADmTGgcmgq_ZOSWz84uSD3x95EMa9A3_2vJWqNz-.DZldEzGBmBfxCrto

Presentation: N/A

Agenda and meeting minutes: 

  • Sprint 3 progress
    • Review the status of JIRA tasks created
      • Prepare installation scripts for AIMLFW 
      • Create jenkins job for all AIMLFW repositories
      • Adding unit tests
      • Creation of repositories
      • Creation of QoE assist xapp
        • Vishal Varvate (from Capgemini) mentioned they are looking into the QoE xApp. minha lee from Samsung is also looking into this activity.  To be discussed offline for collaboration.
        • Vishal Varvate mentioned we need to have offline discussion. Joseph Thaliath to  setup offline call to discuss about this activity.
    • Vishal Varvate  was asking if the source code is available in the repositories.
    • Joseph Thaliath mentioned that source code for all the components are uploaded.
  • In the previous meeting, John Keeney mentioned about a demo from Non-RT RIC project regarding accessing PM data (including historical data) using the R1 interface. Implementing Authenticated access to the data is in progress. Demo might be planned during Non-RT RIC/RSAC meeting
  • In the previous meeting, Joseph Thaliath mentioned about the problem of showing the commits mapped to unknown organization in LF insights page. John Keeney said it is best to follow-up using LF helpdesk Jira tickets.
  • Trigger License screening of seed code committed.
  • H-release plan
    • Plan for integration of AIMLFW with other projects in oran sc,
    • Discuss about the R1 interface, DME related demo in Non-RT RIC project
    • AI/ML related discussion and features in O-RAN alliance meetings 
      • Should we initiate offline discussion with MVP-C members working on AI/ML proposal?
        • Present our current implementation and get feedback on the direction from specification point of view.
      • Identify gaps with framework in O-RAN SC and specification plan in O-RAN alliance,
    • Joseph Thaliath  asked if any volunteers will be able to study this activity?
      • John Keeney mentioned that it is best to get directions from O-RAN alliance.
      • Vishal Varvate mentioned about joining these meetings in O-RAN alliance community and we can sync up on the understanding in the AIMLFW meetings, 
      • Joseph Thaliath mentioned that we need to look at integration points like data collection for training/inference, Model deployment interface (maybe O2) , Model performance/feedback interfaces, Model formats etc. 
  • James Li requested if it is possible to change timing of this meeting since it will be very early in the west coast.
    • Joseph Thaliath to check if it is possible to postpone the meeting by an hour.

2022-10-18 (Tuesday)

Recording Link: https://zoom.us/rec/share/rTAOMvhLN2pdpbgdWJEjlJ-CLBb9pdbFaJQAJGklAJuxHm6vKP6e-gt6WmQ4w4SD.nG9Qckk02BnS8ANv

Presentation: N/A

Agenda: 

2022-10-04 (Tuesday)

Recording Link:  https://zoom.us/rec/share/TlexsI44mmpMsU6wfiiHWeFVsKgjr2bKmqrCAPt7HMm4ACPgEiV24IBidCW1XGU.D1HoThZyZ4ffClbE

Presentation: N/A

Agenda: 

  1. Sprint update
    1. repo creation 
    2. seed code contribution
      • portal/aiml-dashboard
      • aiml-fw/awmf/tm
      • aiml-fw/athp/tps/kubeflow adapter
      • aiml-fw/athp/sdk/feature store
      • aiml-fw/athp/sdk/model storage
      • aiml-fw/athp/data extraction
  2. Next Sprint Tasks

    1. aiml-fw/dep

    2. ricapp/qp-aimlfw
  3. Discussion about cooperation with Keysight (Eng Wei Koo)
  4. Joseph Thaliath updated on the status on the previous sprint and the activities planned for the current sprint.
  5. Regarding the repository creation hoejoo lee suggested to check with Sridhar for next steps if the repository is not created.
  6. Vishal Varvate (from Capgemini) would like start looking at the QoE xApp changes required to adapt to the new AIML Framework and will start looking into the existing QoE xApp code.  Joseph Thaliath described the basic requirement and suggested to sync up again in the next meeting.
  7. hoejoo lee suggested to upload the Demo video to this AIMLFW project page when it is ready.

2022-09-20 (Tuesday)

Recording Link:  https://zoom.us/rec/share/JmgqxJfFPqSd84_JCWvY2MQEnnQfES32H81VmP80lcvVSeTTHlx2GBS8iQVkxWfE.1eAvbXfsHQKphONX

Presentation: N/A

Agenda: 

  1. Holding regular meetings every other week
    1. hoejoo lee wants to have an official meeting every other Tuesday. 
    2. It is also possible to arrange unscheduled meeting if needed
    3. we can discuss offline by email or confluence pages for a certain issue.
  2. Sprint 
    1. The first sprint has started (Sprint #1)
      1. https://wiki.o-ran-sc.org/pages/viewpage.action?pageId=57377588
    2. Repo creation 
      1. For this sprint
        1. portal/aiml-dashboard
          aiml-fw/awmf/tm
          aiml-fw/athp/tps/kubeflow adapter
          aiml-fw/athp/sdk/feature store
          aiml-fw/athp/sdk/model storage
          aiml-fw/athp/data extraction
      2. Next sprint

        1. aiml-fw/dep

        2. ricapp/qp-aimlfw
  3. Action item of the previous meeting
    1. Joseph Thaliath about deployment repository
      1. keep the separate repository from it/dep as RICPLT
  4. About F2F Demo
    1. Joseph Thaliath shared the situation and then we need to discuss the demo scope and quality.
  5. Marwan Mansour (from Dell) is interested in the inference platform, so Joseph Thaliathgave him the presentation about the flow again. 
  6. Vishal Varvate (from Capgemini) is working on ONAP, already has a training manager, and wants to discuss how to contribute
  7. Deepanshu Karnwal(from HCL) is interested in xApp-related contribution, his company has already contributed several xApps such as AD xApp
  8. Discussion about cooperation with Keysight (Eng Wei Koo)

2022-09-06 (Tuesday)

Recording Link: https://zoom.us/rec/share/aGhbxgdk6Ql6J-tGxi_Nb87znEDESSOhlV5Iwi1M0IQ53owkoNDpan0O3YRB5-Hr.hYHSHbfEyFrDc5-J 

Presentation: 

  1. Greetings
  2. hoejoo lee The First sprint will start on the 12th -  O-RAN SC's dev sprint2 begins on the 12th and ends on the 30th Sep.(Releases - Releases - Confluence (o-ran-sc.org)
  3. hoejoo lee Jira Task creation is in progress. For seed code contribution, we will use an epic name as 'seed code', after that I will bring the names for the next features. 
  4. G release 
    1. G Release
      1. G Feature Scope / Achievements:
        • Stand-alone installation with Kubeflow as a Training host backend and Kserve as an Inference host backend
        • Manual Deployment of ML rApp and ML xApp
        • Initial Training Job Management (Data extraction/feature management)
        • Sample ML pipeline and ML xApp: QoE Prediction model using LSTM with data from ricapp/qp) => will bring this issue as a discussion point to RICAPP project
  5. Introduction of the project
    1. Initial Repositories :
      1. Joseph Thaliath  said that we would create aiml-fw/dep repository and link to it/dep
      2. James Li worried about the separate deployment repository from it/dep. He thinks of integrating all deployment flows and manage together in the same repository.
      3. Avinash Bhat  suggested discussing in the 'integration' meeting
    2. Architecture Flow for Initial Seed Code Contribution
      1. James Li said that about the seed code, for python language, it is required to put on the dependencies in the requirements.txt to check on the license standing in the dependencies quickly.
      2. James Li also said that there might be some researchers who are interested in this project. They are mostly focusing on developing models, they might want to see the data set availability. 
      3. Joseph Thaliath said that currently, this project focuses on the development of the framework, and we try to show the demonstration with a sample use case and test the framework. Jack from the TOC meeting also worries about data management. After the G release we can discuss data management as well because then we secure the basic version framework.
      4. Sridhar Rao suggests working with ITU-T since there is data for many RAN use cases.
  6. Discussion with projects
    1. MVP contribution related to AIML workflow
      1. Joseph Thaliath mentioned that we would provide some feedback to get a better understanding of the expected end-to-end workflow
      2. Joseph Thaliath/ Avinash Bhat said that we will be following the discussion from the MVP-C meeting and presenting our views.
    2. EMCO framework
      1. Joseph Thaliathsaid that we are checking the cooperation with EMCO project, and they would be presenting a demo in the follow-up meeting. We will keep an eye on it. 
  7. CII badging
    1. Joseph Thaliathsaid that we also need to keep in mind about this 





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