EP4490935A4 - Trainingsaktualisierungen für netzwerkdatenanalysefunktionen (nwdafs) - Google Patents

Trainingsaktualisierungen für netzwerkdatenanalysefunktionen (nwdafs)

Info

Publication number
EP4490935A4
EP4490935A4 EP23767737.2A EP23767737A EP4490935A4 EP 4490935 A4 EP4490935 A4 EP 4490935A4 EP 23767737 A EP23767737 A EP 23767737A EP 4490935 A4 EP4490935 A4 EP 4490935A4
Authority
EP
European Patent Office
Prior art keywords
nwdafs
data analysis
network data
analysis functions
training updates
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP23767737.2A
Other languages
English (en)
French (fr)
Other versions
EP4490935A1 (de
Inventor
Meghashree Dattatri Kedalagudde
Thomas Luetzenkirchen
Abhijeet Kolekar
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Intel Corp
Original Assignee
Intel Corp
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Intel Corp filed Critical Intel Corp
Publication of EP4490935A1 publication Critical patent/EP4490935A1/de
Publication of EP4490935A4 publication Critical patent/EP4490935A4/de
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/098—Distributed learning, e.g. federated learning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14—Network analysis or design
    • H04L41/145—Network analysis or design involving simulating, designing, planning or modelling of a network
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/02—Arrangements for optimising operational condition
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/50—Network service management, e.g. ensuring proper service fulfilment according to agreements
    • H04L41/5058—Service discovery by the service manager

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Theoretical Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
EP23767737.2A 2022-03-11 2023-03-10 Trainingsaktualisierungen für netzwerkdatenanalysefunktionen (nwdafs) Pending EP4490935A4 (de)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202263319103P 2022-03-11 2022-03-11
US202263320592P 2022-03-16 2022-03-16
PCT/US2023/064122 WO2023173075A1 (en) 2022-03-11 2023-03-10 Training updates for network data analytics functions (nwdafs)

Publications (2)

Publication Number Publication Date
EP4490935A1 EP4490935A1 (de) 2025-01-15
EP4490935A4 true EP4490935A4 (de) 2026-03-11

Family

ID=87936085

Family Applications (1)

Application Number Title Priority Date Filing Date
EP23767737.2A Pending EP4490935A4 (de) 2022-03-11 2023-03-10 Trainingsaktualisierungen für netzwerkdatenanalysefunktionen (nwdafs)

Country Status (2)

Country Link
EP (1) EP4490935A4 (de)
WO (1) WO2023173075A1 (de)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN119676662A (zh) * 2023-09-20 2025-03-21 华为技术有限公司 一种通信方法及装置
CN119729526A (zh) * 2023-09-27 2025-03-28 华为技术有限公司 一种管理方法及装置
WO2025065400A1 (en) * 2023-09-27 2025-04-03 Zte Corporation Validation schemes for accessing trustworthiness of machine learning models in wireless communication systems
CN119729569A (zh) * 2023-09-28 2025-03-28 华为技术有限公司 通信方法及装置
US20250238727A1 (en) * 2024-01-23 2025-07-24 Nokia Solutions And Networks Oy Federated learning with e2 node
WO2025174277A1 (en) * 2024-02-12 2025-08-21 Telefonaktiebolaget Lm Ericsson (Publ) First node, second node and methods performed thereby for handling analytics reports
CN120692561A (zh) * 2024-03-21 2025-09-23 中兴通讯股份有限公司 一种通信方法、通信节点及存储介质
WO2025008100A1 (en) * 2024-04-11 2025-01-09 Lenovo (Singapore) Pte. Ltd. Federated learning in a wireless communication network

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021032496A1 (en) * 2019-08-16 2021-02-25 Telefonaktiebolaget Lm Ericsson (Publ) Methods, apparatus and machine-readable media relating to machine-learning in a communication network
KR20220021438A (ko) * 2020-08-13 2022-02-22 한국전자통신연구원 네트워크 데이터 분석 기능 장치를 위한 기계학습 모델 관리 방법

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11140047B2 (en) * 2018-04-09 2021-10-05 Intel Corporation Network data analytics function (NWDAF) influencing fifth generation (5G) quality of service (QoS) configuration and adjustment
CN110798360B (zh) * 2019-11-06 2022-06-28 腾讯科技（深圳）有限公司 Nwdaf网元的选择方法、装置、电子设备及可读存储介质

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2021032496A1 (en) * 2019-08-16 2021-02-25 Telefonaktiebolaget Lm Ericsson (Publ) Methods, apparatus and machine-readable media relating to machine-learning in a communication network
KR20220021438A (ko) * 2020-08-13 2022-02-22 한국전자통신연구원 네트워크 데이터 분석 기능 장치를 위한 기계학습 모델 관리 방법
US20220108214A1 (en) * 2020-08-13 2022-04-07 Electronics And Telecommunications Research Institute Management method of machine learning model for network data analytics function device

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
ETRI: "KI#19, Sol#56: Update to add model update service", vol. SA WG2, no. Elbonia; 20200819 - 20200901, 13 August 2020 (2020-08-13), XP051920203, Retrieved from the Internet <URL:https://ftp.3gpp.org/tsg_sa/WG2_Arch/TSGS2_140e_Electronic/Docs/S2-2005375.zip S2-2005375 pCR 23.700-91 Update Sol#56.doc> [retrieved on 20200813] *
See also references of WO2023173075A1 *

Also Published As

Publication number Publication date
EP4490935A1 (de) 2025-01-15
WO2023173075A9 (en) 2024-08-15
WO2023173075A1 (en) 2023-09-14

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