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Note: Recording of meetings available here: Project meetings

2022-12-20:

  • G-Release updates
    • HW  xApps - Maintain the code to support G-Release
    • Traffic Steering Use case
      • TS xApp :  @Alexandre, Need to create the release branch and update the wiki pages.      
      • QP xApp :  release branch created
      • AD xApp : release branch creted
      • KPIMON-GO xApp: @Sandeep working on the JJB to release image on the nexus repo 
      • RC xApp - 
  • RIC Benchmarking: 
    • Bouncer xApp - Only testing is done in this release. No code changes. 
  • New xApp documentation page for the G-Release.  - In-progress
  • Viavi (Agustin) proposed to contribute- Move to next release  
  • Saravanan from Samsung team propose improvement in AD xApp in terms of improving the the ML model to improve the efficiency.

    • TOC approval - Done in TOC call (14th Dec 2022)
    • Branch creation - Pending
  • Himanshu Purohit from GS Lab - contribute to the xApps in OSC.  
  • G-Release Demo
    • TS use case update demo - 3rd Jan 2023 (HCL Team)
    • ?
  • Others?

2022-12-06:

  • HW xApps
    • HW(go) - Maintain the code to support the G Release.
    • HW(python) - Adding RIC Subscription using python xApp framework 
      • 2022-08-16: No updates.
    • HW(cpp) - No Updates
    • HW(Rust) - New xApp to support RUST framework.
  • Traffic Steering Use case
    • TS xApp : Waiting on the fix for the RC xApp. ( Mail Conversation). 
    • QP xApp
    • AD xApp
    • KPIMON-GO xApp: Adding Subhash as committer - in-progress 
    • RC xApp - GRPC interface on RC xApp 
      • Dependency on E2 TERM for GRPC support
  • RIC Benchmarking
    • Bouncer xApp - RIC Benchmarking
    • E2SIM 
  • Matti remembers there was some description of the D release integration of xApps working together (but QP driver is not used anymore, and RC is now included).
  • AI/ML framework - 10+ Mins of presentation by the AI/ML team to check the impact on RIAPP. (Subhash will update on the dates)
    • Joseph from AI ML framework team - will present on (13-Sep-2022)
  • Viavi (Agustin) proposed to contribute    
    • Provide encoders/decoders with ASN1c
    • Open-source command-line tool to translate binary APER to/from human-readable XML .
      • 2022-09-13 - Waiting for the final proposal from Viavi team (Agustin)
  • setare alagheband <setare.dgm1378@gmail.com> : MSc Student in Telecommunication: wants to contribute in TS use case xApps.
    • 2022-09-13: Shown interest on AD xApp (TS use case). Initiated a call for tomorrow to discuss next steps.
    • Had discussion - Next steps will be finalized for  
  • Saravanan from Samsung team propose improvement in AD xApp in terms of improving the the ML model to improve the efficiency.

    • Following are the details : To Automate anomaly detection using Statistical/ML models to reduce effort to less then an Hour, we analysed multiple machine learning algorithms like Isolation Forest, CBLOF, KNN, OCSVM, XGBOOST, Random Forest. Among all machine-learning algorithms, XGBoost has performed well on seen and unseen data. Hence, we can say that XGBoost model can work on multiple circle in cellular network.

    • Next steps - 2022-10-11
      • New repo needed? - No new repo is needed. Modification is needed. 
        • Friday - 6:30IST - Call with TS stake holders
      • TOC approval
  • Others?

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