Update on AI/ML Model Transfer in 5G - Progress and Planning
Explore the latest progress and future planning in AI/ML model transfer within the 5G framework. Updates include use case enhancements and new additions, planning for upcoming meetings, and addressing remaining issues. Stay informed about the advancements shaping the future of AI and ML integration in 5G technology.
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Presentation Transcript
S1-204365 FS_AMMT Status Update Study on AI/ML Model Transfer in 5GS Jia SHEN OPPO FS_AMMT Rapporteur 3GPP TSG-SA WG1 Meeting #92e 1 Electronic Meeting, 10-19 November 2020
FS_AMMT Progress Progress made at this meeting 9 use cases were updated: Split AI/ML image recognition Enhanced media recognition: Deep Learning Based Vision Applications Media quality enhancement: Video streaming upgrade Split control for robotics Session-specific model transfer split computation operations AI/ML model distribution for image recognition AI/ML model distribution for speech recognition Real time media editing with on-board AI inference Data Transfer Disturbance in Multi-agent multi-device ML Operations 2 new use cases were added (13 use cases in all): AI Model Management as a Service Flocking Use Case Work/Study Item Completion: 80% Controversial issues None 2
FS_AMMT Planning Planning for subsequent meetings SA1#93e (2021-02-23): <100%> Complete all use cases and KPI requirements Consolidate potential requirements Conclusions 3
Work plan between meetings Email discussion Will be arranged if necessary. Telephone conference Remaining issues (especially the performance requirements) of the use cases In Feb. 2021 4
<WI Code> Completion Date Current expected completion dates: For approval: SA#91e (03/2021) Have these dates been changed at this meeting? <n> 5
AMMT_FS History This WI has been approved at SA1#88 / SA>#nn> <Agreed/Approved> WID is in tdoc <S1-193606 / SP-191040> History of completion rates SA1#88 (2019-11-18): 0% SA1#91 (2020-9-2): 40% 6
