Please enter the search related information in the fields below. Partial information works, e.g. "SP-21" in the "tdoc" field lists all TSG SA documents from 2021. Regular expressions mostly work in all fields (e.g. "2[34].501" in the "Spec" field lists all documents related to 23.501 and 24.501. Capitalization is disregarded, i.e. "3GPP" gives the same results as "3gpp".

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tdoc Title Type / Revs Source Spec / CR S/WID Release Meeting Status Links
S2-2403921 Solution for KI#2: Support for vertical federated learning: Model Training and Inference. pCR

revised to S2-2405039

Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403922 Solution for KI#3: Framework for supporting policy recommendations. pCR

revision of S2-2401974

Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403923 Solution for KI#4: Flexible analytics design to support multiple 'signalling storm' scenarios. pCR

revision of S2-2402026

Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403938 KI#1 new solution of Direct AI/ML based positioning with NWDAF assistance. pCR

revised to S2-2405085

CATT 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403939 KI#3 new solution of NWDAF assisted QoS policy generation. pCR

revised to S2-2405025

CATT 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403961 Solution for KI#1: Training Model to determine location. pCR

revised to S2-2405043

Nokia 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403962 Solution for KI#2: Vertical Federated learning considering Internal NWDAF architecture. pCR

revised to S2-2405075

Nokia 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403963 Solution for KI#3 Use Case 1: NWDAF Policy Decisions Analytics. pCR

revision of S2-2402023

Nokia 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403964 Solution for KI#1: Training Model to determine location. pCR Nokia 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403965 KI#2: New Solution on Support for VFL with NWDAF and AF as Participants. pCR

revision of S2-2401971

revised to S2-2405026

Samsung 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403966 Updates to Terminology. pCR

revised to S2-2405084

Samsung 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403967 KI#3, New Sol: QoS/policy enhancements assisted by NWDAF. pCR

revision of S2-2401969

revised to S2-2405073

Samsung, SK Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403968 KI#4, New Sol: NWDAF Assisted Network Abnormal Behaviour Mitigation and Prevention . pCR

revision of S2-2402192

Samsung 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403990 TR 23.700-84: KI#1 New solution about data collection procedure for LMF-side model training. pCR

revised to S2-2405086

ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403991 TR 23.700-84: EN removal related to the VFL definition. pCR ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403992 TR 23.700-84: label definition update and EN removal. pCR ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403993 TR 23.700-84: KI#2 Solution about 2-sides VFL inference process. pCR ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403994 Solution about 2-sides VFL training process. pCR ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403995 Solution about NF discovery and selection process of VFL. pCR

revised to S2-2405040

ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2403996 TR 23.700-84: KI#1 Solution #3 update. pCR ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2403997 TR 23.700-84: VFL Terminology update and 2 EN removal. pCR ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404030 KI#1: New Sol: Transfer Federated Learning based UE Positioning. pCR NTT DOCOMO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404032 KI #3, New Sol: NWDAF QoS Flow Analytics. pCR

revised to S2-2405033

NTT DOCOMO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404033 KI#4: New Sol: NWDAF analytics for signalling storm prediction. pCR

revision of S2-2402181

revised to S2-2405031

NTT DOCOMO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404037 Solution (KI#3): How to evaluate NWDAF-assisted policy control and QoS enhancement. pCR

revised to S2-2405034

ETRI 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404040 Solution to key issue 3: PCC enhancements based on service experience analysis . pCR

revision of S2-2401924

OPPO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404041 Solution to key issue 4: Signalling storm detection and mitigation based on O&M data. pCR

revision of S2-2401925

revised to S2-2405088

OPPO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404042 [DRAFT] LS to SA WG5 on NAS signalling congestion/signalling storm LS out

LS To: SA WG5

revision of S2-2401926

OPPO Beijing FS_AIML_CN Rel-19 S2-162

AI: 19.15

noted [WTS] [JSN]
S2-2404046 KI#3 new solution of enhanced policy control based on PDU Session traffic analytics. pCR CATT 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404047 General procedure for Vertical Federated Learning between NWDAF(s) and AF(s) . pCR

revision of S2-2402215

revised to S2-2405023

China Mobile 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404048 New Solution on NWDAF-assisted LMF trains model and monitor model performance for Direct AI/ML based positioning. pCR

revision of S2-2402225

China Mobile 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404049 New Solution on NWDAF-assisted for 5GC handling of abnormal network behaviors. pCR

revision of S2-2402226

China Mobile 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404050 VFL terminology definition. pCR

revised to S2-2406316

China Mobile 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404092 KI#2, New Solution: VFL-based ML training and Inference. pCR Huawei, HiSilicon 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404104 NWDAF-assisted policy control with Recommendation logical function. pCR

revised to S2-2405024

Huawei, HiSilicon, China Mobile 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404106 PRU information collection for AIML positioning model training. pCR Huawei, HiSilicon 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404109 New Solution on MTLF-based model performance monitoring for AI/ML positioning. pCR

revised to S2-2405044

China Mobile 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404146 Solution for KI#3: NWDAF/DCCF/PCF enhancements to support policy recommendations . pCR ICS 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

merged [WTS] [JSN]
S2-2404169 New Solution for KI#1: Model training and obtaining for AI/ML based positioning. pCR

revision of S2-2402435

China Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404170 New Solution for KI#4: Registration signalling analytics to support detection and prevention of signalling storm. pCR

revision of S2-2402436

revised to S2-2405038

China Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404171 New Solution for KI#2: 5GC Support for Vertical Federated Learning initiated by AF with NWDAF(s). pCR China Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404185 TR 23.700-84: Clarification and new solutions for KI#2 Sample/Feature alignment for the VFL. pCR Sony 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404208 KI#1: Update Solution#1 by resolving ENs and merge with Solution 3. pCR

revised to S2-2405020

Vivo, Intel, ZTE, NTT DOCOMO, OPPO, Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404209 KI#1: Solution#5 update to solve the Editor s notes. pCR Vivo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404210 KI#2: New Solution Vertical Federated Learning between NWDAF and AF . pCR

revision of S2-2401967

revised to S2-2405027

Vivo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404300 KI#2, New Sol: Vertical Federated Learning between NWDAF and AF. pCR Tencent, Tencent Cloud 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404330 New Solution for KI#2 Sample/Feature alignment and general training procedure for the VFL. pCR

revision of S2-2402104

revised to S2-2405022

OPPO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404331 New Solution for KI#2 General inference procedure for the VFL. pCR

revision of S2-2402105

OPPO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404332 Solution#5 update to resolve some Editor's note . pCR

revised to S2-2406074

OPPO, ZTE, vivo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404333 KI#1: Evaluation criteria for KI#1. pCR OPPO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404397 New solution for KI#1 support monitoring the performance of AI model . pCR

revised to S2-2405029

Xiaomi 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404398 New solution for KI#1 support the data collection for AI model training based on authorization . pCR

revised to S2-2405087

Xiaomi 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404414 New solution for KI#2: Procedure for VFL initiation and procedure for sample and feature alignment . pCR

revision of S2-2402542

Futurewei 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

merged [WTS] [JSN]
S2-2404427 KI#3, New Sol: NWDAF assisted PDU Set assistance information. pCR

revision of S2-2402660

revised to S2-2405035

MediaTek Inc. 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404475 KI#1, New Solution LMF provides AIML based positioning . pCR

revision of S2-2402267

Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404476 KI#3 New solution PCF as RL Agent and NWDAF as Interpreter. pCR

revision of S2-2402264

revised to S2-2405036

Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404477 KI#2, New Solution - VFL involving NWDAF and AF pCR

revision of S2-2402268

revised to S2-2405076

Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404478 KI#4, New Solution - Analytics-assisted network abnormal behaviour prevention and mitigation. pCR

revision of S2-2402269

Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404506 Use Case on NWDAF-assisted BDT Policy Recommendations. pCR

revision of S2-2402666

Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404507 New solution on BDT Policy Recommendations. pCR

revision of S2-2402666

revised to S2-2405320

Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404510 Discussion on R19 AIML_CN KI#4: Signalling Storm Detection, Prediction, Mitigation and Prevention discussion SK Telecom, China Mobile, China Telecom, Dish Network, ETRI, KDDI, KPN N.V., NTT DOCOMO, Lenovo, LG Uplus, Rakuten Mobile, Samsung, TOYOTA MOTOR, vivo Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404511 KI#4, New Solution: NWDAF-assisted Network Abnormal Behaviour Mitigation and Prevention. pCR

revision of S2-2402750

revised to S2-2405021

SK Telecom, China Mobile, Dish Network, ETRI, KDDI, KPN N.V., Lenovo, LG Uplus, Rakuten Mobile, Samsung, TOYOTA MOTOR CORPORATION, vivo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404525 Solution (KI#2): How to support Vertical Federated Learning between NWDAF and AF. pCR

revision of S2-2402365

revised to S2-2405030

ETRI 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404534 KI#2: New Solution for support registration and discovery enhancement for Vertical Federated Learning. pCR

revision of S2-2402156

revised to S2-2405077

KDDI 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404535 KI#2: New Solution for support Vertical Federated Learning model training and inference between NWDAF and AF. pCR

revision of S2-2402157

revised to S2-2405028

KDDI 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404539 [DRAFT] LS on data collection to enable ML model training and inference in 5GC for Direct AI/ML based positioning LS out

LS To: RAN WG1, RAN WG2

revision of S2-2402356

revised to S2-2405032

vivo, Intel Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404589 KI#2, New Sol: Inference procedure for the Vertical Federated Learning between NWDAF(s) and AF(s). pCR

revised to S2-2405041

LG Electronics 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404602 23.700-84: KI#1 clean up the EN for solution #6. pCR

revised to S2-2405045

Qualcomm Incorporated, Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404613 New Solution for NWDAF-assisted URSP rules enhancement. pCR China Mobile 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404614 Solution (KI#4): New Analytics of UE Signalling Patterns for Network Abnormal Behaviour. pCR

revision of S2-2402462

ETRI 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404631 KI#4, New Solution: NWDAF Assisted Detection and Mitigation of Signalling Storm. pCR

revised to S2-2405074

Huawei, HiSilicon 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404727 KI#2: New Solution: Vertical Federated Learning for customised QoE . pCR

revised to S2-2405042

Apple 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404744 [DRAFT] LS on Data collection for training LMF-side models LS out

LS To: RAN WG 1

Lenovo Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404752 KI#4: New Solution SBA signalling storm mitigation and prevention based on NWDAF detection and prediction. pCR Vivo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404753 KI#4: New Solution NAS signaling storm mitigation and prevention based on NWDAF detection and prediction. pCR Vivo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404943 KI#2, New Solution, VFL, Feature and sampling alignment . pCR Interdigital Inc. 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404944 KI#1, New Solution, Handling of Direct AIML Positioning . pCR InterDigital Inc. 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2404949 KI#3, New Solution, Sustainability-based QoS policies determination . pCR

revised to S2-2405037

InterDigital Inc. 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2404994 [DRAFT] LS on Input Data for LMF sided model training LS out

LS To: RAN WG1, RAN WG2

Nokia FS_AIML_CN Rel-18 S2-162

AI: 19.15

not treated [WTS] [JSN]
S2-2405020 KI#1: Update Solution#1 by resolving ENs and merge with Solution 3. pCR

revision of S2-2404208

revised to S2-2405321

Vivo, Intel, ZTE, NTT DOCOMO, OPPO, Lenovo, China Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405021 KI#4, New Solution: NWDAF-assisted Network Abnormal Behaviour Mitigation and Prevention. pCR

revision of S2-2404511

revised to S2-2405331

SK Telecom, China Mobile, Dish Network, ETRI, KDDI, KPN N.V., Lenovo, LG Uplus, Rakuten Mobile, Samsung, TOYOTA MOTOR CORPORATION, vivo, OPPO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405022 New Solution for KI#2 Sample/Feature alignment and general training procedure for the VFL. pCR

revision of S2-2404330

OPPO, China Telecom, ZTE, Sony, KDDI, ETRI, Interdigital Inc. 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405023 General procedure for NWDAF initiated Vertical Federated Learning between NWDAF(s) and AF(s) . pCR

revision of S2-2404047

revised to S2-2405335

China Mobile,OPPO,KDDI, ZTE 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405024 NWDAF-assisted policy control with Recommendation logical function. pCR

revision of S2-2404104

Huawei, HiSilicon, China Mobile, Lenovo, China Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405025 KI#3 new solution of NWDAF assisted QoS policy generation. pCR

revision of S2-2403939

CATT 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405026 KI#2: New Solution on Support for VFL with NWDAF and AF as Participants. pCR

revision of S2-2403965

revised to S2-2405336

Samsung, Futurewei 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405027 KI#2: New Solution Vertical Federated Learning . pCR

revision of S2-2404210

revised to S2-2405322

Vivo, Huawei, HiSilicon, Tencent, Tencent Cloud 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405028 KI#2: New Solution for support Vertical Federated Learning model training and inference between NWDAF and AF. pCR

revision of S2-2404535

revised to S2-2405338

KDDI 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405029 New solution for KI#1 support monitoring the performance of AI model . pCR

revision of S2-2404397

revised to S2-2405341

Xiaomi, Huawei 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405030 Solution (KI#2): How to support Vertical Federated Learning between NWDAF and AF. pCR

revision of S2-2404525

ETRI 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405031 KI#4: New Sol: NWDAF analytics for signalling storm prediction. pCR

revision of S2-2404033

revised to S2-2405566

NTT DOCOMO, Vivo, Lenovo, Nokia 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405032 [DRAFT] LS on data collection to enable ML model training and inference in 5GC for Direct AI/ML based positioning LS out

LS To: RAN WG1, RAN WG2

revision of S2-2404539

revised to S2-2405578

vivo, Intel Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405033 KI #3, New Sol: NWDAF QoS Flow Analytics. pCR

revision of S2-2404032

NTT DOCOMO, CATT 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405034 Solution (KI#3): How to evaluate NWDAF-assisted policy control and QoS enhancement. pCR

revision of S2-2404037

ETRI 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405035 KI#3, New Sol: NWDAF assisted PDU Set assistance information. pCR

revision of S2-2404427

MediaTek Inc., Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405036 KI#3 New solution PCF as RL Agent and NWDAF as Interpreter enhancement. pCR

revision of S2-2404476

revised to S2-2405332

Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405037 KI#3, New Solution, Sustainability-based QoS policies determination . pCR

revision of S2-2404949

revised to S2-2405333

InterDigital Inc., OPPO, ICS? 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405038 New Solution for KI#4: Registration signalling analytics to support detection and prevention of signalling storm. pCR

revision of S2-2404170

revised to S2-2405334

China Telecom, OPPO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405039 Solution for KI#2: Support for vertical federated learning: Model Training and Inference. pCR

revision of S2-2403921

revised to S2-2405558

Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405040 Solution about NF discovery and selection process of VFL. pCR

revision of S2-2403995

revised to S2-2405328

ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405041 KI#2, New Sol: Inference procedure for the Vertical Federated Learning between NWDAF(s) and AF(s). pCR

revision of S2-2404589

LG Electronics 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405042 KI#2: New Solution: Vertical Federated Learning for customised QoE . pCR

revision of S2-2404727

Apple 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405043 Solution for KI#1: Training Model to determine location. pCR

revision of S2-2403961

revised to S2-2405339

Nokia 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405044 New Solution on MTLF-based model performance monitoring for AI/ML positioning. pCR

revision of S2-2404109

revised to S2-2405340

China Mobile 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405045 23.700-84: KI#1 clean up the EN for solution #6. pCR

revision of S2-2404602

revised to S2-2405342

Qualcomm Incorporated, Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405073 KI#3, New Sol: QoS/policy enhancements assisted by NWDAF. pCR

revision of S2-2403967

revised to S2-2405343

Samsung, SK Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405074 KI#4, New Solution: NWDAF Assisted Detection and Mitigation of Signalling Storm. pCR

revision of S2-2404631

revised to S2-2405346

Huawei, HiSilicon 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405075 Solution for KI#2: Vertical Federated learning considering Internal NWDAF architecture. pCR

revision of S2-2403962

revised to S2-2405347

Nokia 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405076 KI#2, new Solution: VFL involving NWDAF and AF. pCR

revision of S2-2404477

revised to S2-2405349

Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405077 KI#2: New Solution for support registration and discovery enhancement for Vertical Federated Learning. pCR

revision of S2-2404534

revised to S2-2405562

KDDI 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405084 Updates to Terminology. pCR

revision of S2-2403966

revised to S2-2405348

Samsung 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405085 KI#1 new solution of Direct AI/ML based positioning with NWDAF assistance. pCR

revision of S2-2403938

revised to S2-2405563

CATT 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405086 TR 23.700-84: KI#1 New solution about data collection procedure for LMF-side model training. pCR

revision of S2-2403990

revised to S2-2405350

ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405087 New solution for KI#1 support the data collection for AI model training based on authorization . pCR

revision of S2-2404398

revised to S2-2405565

Xiaomi 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405088 Solution to key issue 4: Signalling storm detection and mitigation based on O&M data. pCR

revision of S2-2404041

revised to S2-2405345

OPPO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405320 New solution on BDT Policy Recommendations. pCR

revision of S2-2404507

revised to S2-2405344

Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405321 KI#1: Update Solution#1 by resolving ENs and merge with Solution 3. pCR

revision of S2-2405020

revised to S2-2405330

Vivo, Intel, ZTE, NTT DOCOMO, OPPO, Lenovo, China Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405322 KI#2: New Solution Vertical Federated Learning . pCR

revision of S2-2405027

revised to S2-2405337

Vivo, Huawei, HiSilicon, Tencent, Tencent Cloud 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405328 Solution about NF discovery and selection process of VFL. pCR

revision of S2-2405040

ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405330 KI#1: Update Solution#1 . pCR

revision of S2-2405321

revised to S2-2405573

Vivo, Intel, ZTE, NTT DOCOMO, OPPO, Lenovo, China Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405331 KI#4, New Solution: NWDAF-assisted Network Abnormal Behaviour Mitigation and Prevention. pCR

revision of S2-2405021

revised to S2-2405559

SK Telecom, China Mobile, Dish Network, ETRI, KDDI, KPN N.V., Lenovo, LG Uplus, Rakuten Mobile, Samsung, TOYOTA MOTOR CORPORATION, vivo, OPPO, NTT DOCOMO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405332 KI#3 New solution PCF as RL Agent and NWDAF as Interpreter enhancement. pCR

revision of S2-2405036

Ericsson, Interdigital 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405333 KI#3, New Solution, Sustainability-based QoS policies determination . pCR

revision of S2-2405037

revised to S2-2405575

InterDigital Inc., OPPO,ICS 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405334 New Solution for KI#4: Registration signalling analytics to support detection and prevention of signalling storm. pCR

revision of S2-2405038

China Telecom, OPPO, Samsung 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405335 General procedure for NWDAF initiated Vertical Federated Learning between NWDAF(s) and AF(s) . pCR

revision of S2-2405023

China Mobile,OPPO,KDDI, ZTE 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405336 KI#2: New Solution on Support for VFL with NWDAF and AF as Participants. pCR

revision of S2-2405026

Samsung, Futurewei 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405337 KI#2: New Solution Vertical Federated Learning . pCR

revision of S2-2405322

Vivo, Huawei, HiSilicon, Tencent, Tencent Cloud 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405338 KI#2: New Solution for support Vertical Federated Learning model training and inference between NWDAF and AF. pCR

revision of S2-2405028

KDDI 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405339 Solution for KI#1: Training Model to determine location. pCR

revision of S2-2405043

Nokia 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405340 New Solution on MTLF-based model performance monitoring for AI/ML positioning. pCR

revision of S2-2405044

China Mobile 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405341 New solution for KI#1 support monitoring the performance of AI model . pCR

revision of S2-2405029

Xiaomi, Huawei 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405342 23.700-84: KI#1 clean up the EN for solution #6. pCR

revision of S2-2405045

Qualcomm Incorporated, Ericsson, NTT Docomo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405343 KI#3, New Sol: QoS/policy enhancements assisted by NWDAF. pCR

revision of S2-2405073

revised to S2-2405576

Samsung, SK Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405344 New solution on BDT Policy Recommendations. pCR

revision of S2-2405320

Lenovo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405345 Solution to key issue 4: Signalling storm detection and mitigation based on O&M data. pCR

revision of S2-2405088

OPPO, Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405346 KI#4, New Solution: NWDAF Assisted Detection and Mitigation of Signalling Storm. pCR

revision of S2-2405074

Huawei, HiSilicon 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405347 Solution for KI#2: Vertical Federated learning considering Internal NWDAF architecture. pCR

revision of S2-2405075

Nokia 23.700-84 0.1.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405348 Updates to Terminology. pCR

revision of S2-2405084

revised to S2-2405572

Samsung 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405349 KI#2, new Solution: VFL involving NWDAF and AF. pCR

revision of S2-2405076

revised to S2-2405561

Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405350 TR 23.700-84: KI#1 New solution about data collection procedure for LMF-side model training. pCR

revision of S2-2405086

revised to S2-2405564

ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405558 Solution for KI#2: Support for vertical federated learning: Model Training and Inference. pCR

revision of S2-2405039

Lenovo, NTT Docomo 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405559 KI#4, New Solution: NWDAF-assisted Network Abnormal Behaviour Mitigation and Prevention. pCR

revision of S2-2405331

revised to S2-2405574

SK Telecom, China Mobile, Dish Network, ETRI, KDDI, KPN N.V., Lenovo, LG Uplus, Rakuten Mobile, Samsung, TOYOTA MOTOR CORPORATION, vivo, OPPO, NTT DOCOMO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405561 KI#2, new Solution: VFL involving NWDAF and AF. pCR

revision of S2-2405349

Ericsson 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405562 KI#2: New Solution for support registration and discovery enhancement for Vertical Federated Learning. pCR

revision of S2-2405077

KDDI 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405563 KI#1 new solution of Direct AI/ML based positioning with NWDAF assistance. pCR

revision of S2-2405085

CATT 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405564 TR 23.700-84: KI#1 New solution about data collection procedure for LMF-side model training. pCR

revision of S2-2405350

ZTE 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405565 New solution for KI#1 support the data collection for AI model training based on authorization . pCR

revision of S2-2405087

Xiaomi 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405566 KI#4: New Sol: NWDAF analytics for signalling storm prediction. pCR

revision of S2-2405031

NTT DOCOMO, Vivo, Lenovo, Nokia 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405572 Updates to Terminology. pCR

revision of S2-2405348

Samsung 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405573 KI#1: Update Solution#1 . pCR

revision of S2-2405330

Vivo, Intel, ZTE, NTT DOCOMO, OPPO, Lenovo, China Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405574 KI#4, New Solution: NWDAF-assisted Network Abnormal Behaviour Mitigation and Prevention. pCR

revision of S2-2405559

SK Telecom, China Mobile, Dish Network, ETRI, KDDI, KPN N.V., Lenovo, LG Uplus, Rakuten Mobile, Samsung, TOYOTA MOTOR CORPORATION, vivo, OPPO, NTT DOCOMO 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405575 KI#3, New Solution, Sustainability-based QoS policies determination . pCR

revision of S2-2405333

InterDigital Inc., OPPO, ICS 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405576 KI#3, New Sol: QoS/policy enhancements assisted by NWDAF. pCR

revision of S2-2405343

Samsung, SK Telecom 23.700-84 0.2.0 FS_AIML_CN Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]
S2-2405578 [DRAFT] LS on data collection to enable ML model training and inference in 5GC for Direct AI/ML based positioning LS out

LS To: RAN WG1, RAN WG2

revision of S2-2405032

revised to S2-2405612

vivo, Intel Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405612 [DRAFT] LS on data collection to enable ML model training and inference in 5GC for Direct AI/ML based positioning LS out

LS To: RAN WG1, RAN WG2

revision of S2-2405578

revised to S2-2405833

vivo, Intel Rel-19 S2-162

AI: 19.15

revised [WTS] [JSN]
S2-2405833 LS on data collection to enable ML model training and inference in 5GC for Direct AI/ML based positioning LS out

LS To: RAN WG1, RAN WG2

LS reply in R1-2404353, R1-2403988, R1-2404060, R1-2404146, R1-2404545, R1-2404699, R1-2404909, R1-2405018, R1-2405577, R1-2405578

revision of S2-2405612

SA WG2 Rel-19 S2-162

AI: 19.15

approved [WTS] [JSN]

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