EP4214912A4 - Services non en temps réel pour ia/ml - Google Patents

Services non en temps réel pour ia/ml Download PDF

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Publication number
EP4214912A4
EP4214912A4 EP21870184.5A EP21870184A EP4214912A4 EP 4214912 A4 EP4214912 A4 EP 4214912A4 EP 21870184 A EP21870184 A EP 21870184A EP 4214912 A4 EP4214912 A4 EP 4214912A4
Authority
EP
European Patent Office
Prior art keywords
real
time services
services
time
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.)
Withdrawn
Application number
EP21870184.5A
Other languages
German (de)
English (en)
Other versions
EP4214912A1 (fr
Inventor
Jaemin HAN
Qian Li
Leifeng RUAN
Geng Wu
Dawei YING
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 EP4214912A1 publication Critical patent/EP4214912A1/fr
Publication of EP4214912A4 publication Critical patent/EP4214912A4/fr
Withdrawn legal-status Critical Current

Links

Classifications

    • 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
    • H04L41/14—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
    • 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
    • H04L41/08—Configuration management of networks or network elements
    • H04L41/0803—Configuration setting
    • H04L41/0823—Configuration setting characterised by the purposes of a change of settings, e.g. optimising configuration for enhancing reliability
    • 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
    • H04L41/08—Configuration management of networks or network elements
    • H04L41/0895—Configuration of virtualised networks or elements, e.g. virtualised network function or OpenFlow elements
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/02—Capturing of monitoring data
    • H04L43/022—Capturing of monitoring data by sampling
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0823—Errors, e.g. transmission errors
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/20—Arrangements for monitoring or testing data switching networks the monitoring system or the monitored elements being virtualised, abstracted or software-defined entities, e.g. SDN or NFV
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/06—Testing, supervising or monitoring using simulated traffic
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W24/00—Supervisory, monitoring or testing arrangements
    • H04W24/08—Testing, supervising or monitoring using real traffic
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W88/00—Devices specially adapted for wireless communication networks, e.g. terminals, base stations or access point devices
    • H04W88/12—Access point controller devices

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Theoretical Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Mobile Radio Communication Systems (AREA)
EP21870184.5A 2020-09-16 2021-09-16 Services non en temps réel pour ia/ml Withdrawn EP4214912A4 (fr)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202063079248P 2020-09-16 2020-09-16
PCT/US2021/050577 WO2022060923A1 (fr) 2020-09-16 2021-09-16 Services non en temps réel pour ia/ml

Publications (2)

Publication Number Publication Date
EP4214912A1 EP4214912A1 (fr) 2023-07-26
EP4214912A4 true EP4214912A4 (fr) 2024-10-02

Family

ID=80777584

Family Applications (1)

Application Number Title Priority Date Filing Date
EP21870184.5A Withdrawn EP4214912A4 (fr) 2020-09-16 2021-09-16 Services non en temps réel pour ia/ml

Country Status (2)

Country Link
EP (1) EP4214912A4 (fr)
WO (1) WO2022060923A1 (fr)

Families Citing this family (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11528636B2 (en) * 2020-02-04 2022-12-13 Parallel Wireless, Inc. OpenRAN networking infrastructure
US11838787B2 (en) * 2020-04-22 2023-12-05 Samsung Electronics Co., Ltd. Functional architecture and interface for non-real-time ran intelligent controller
US12375352B2 (en) * 2022-03-15 2025-07-29 Rakuten Mobile, Inc. Network aware compute resource management use case for O-RAN Non-RT RIC
JPWO2023204211A1 (fr) * 2022-04-19 2023-10-26
WO2023227349A1 (fr) * 2022-05-25 2023-11-30 Telefonaktiebolaget Lm Ericsson (Publ) Gestion de données destinées à être utilisées dans l'apprentissage d'un modèle
WO2023240590A1 (fr) * 2022-06-17 2023-12-21 Nokia Shanghai Bell Co., Ltd. Procédé, appareil et programme d'ordinateur
EP4319083A1 (fr) * 2022-08-05 2024-02-07 Nokia Solutions and Networks Oy Mise à jour de capacité ml
WO2024072441A1 (fr) * 2022-09-27 2024-04-04 Rakuten Mobile, Inc. Système et procédé d'optimisation de reconfiguration de canal radiofréquence dans un réseau de télécommunications
CN119452688A (zh) * 2022-10-05 2025-02-14 乐天移动株式会社 用于在电信网络内实现o1相关服务的r1-o1数据模型的装置和方法
CN119744548A (zh) * 2022-10-05 2025-04-01 乐天移动株式会社 用于在电信网络内实现r1-o1应用协议的装置和方法
CN115835178B (zh) 2022-10-11 2025-02-25 光宝科技股份有限公司 在服务管理与编排中通讯的方法及系统
US20240267752A1 (en) * 2022-10-12 2024-08-08 Rakuten Mobile, Inc. Systems and methods for o-cloud resource optimization for radio access network (ran) sharing in an open radio access network (o-ran)
CN120035970A (zh) * 2022-11-07 2025-05-23 深圳Tcl新技术有限公司 用于空口的ai/ml模型复制的通信设备及方法
CN118042443A (zh) * 2022-11-14 2024-05-14 中国移动通信有限公司研究院 数据传输方法、装置、相关设备及存储介质
WO2024129143A1 (fr) * 2022-12-14 2024-06-20 Rakuten Mobile, Inc. Procédé et système de récupération de schéma de configuration pour un rapp
JP2025541400A (ja) * 2022-12-22 2025-12-18 楽天モバイル株式会社 Ｒａｐｐのための構成データを読み取るための方法及びシステム
CN118509872A (zh) * 2023-02-15 2024-08-16 华为技术有限公司 通信方法和装置
EP4674158A1 (fr) * 2023-02-28 2026-01-07 Rakuten Symphony, Inc. Gestion de transfert de données dans un réseau
EP4710481A1 (fr) * 2023-05-11 2026-03-18 Shenzhen TCL New Technology Co., Ltd Procédé de gestion de modèle et dispositif de communication sans fil
CN117279008A (zh) * 2023-09-19 2023-12-22 中国电信股份有限公司技术创新中心 基于实时智能的模型管理方法、装置、系统、设备及介质
WO2026075796A1 (fr) * 2024-09-30 2026-04-09 Qualcomm Incorporated Demandes de données de formation liées aux modèles d'apprentissage autonome de l'intelligence artificielle
CN119364396A (zh) * 2024-10-17 2025-01-24 中国电信股份有限公司技术创新中心 一种模型生成方法、装置及存储介质

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20190034763A1 (en) * 2017-12-27 2019-01-31 Intel Corporation Storing and retrieving training data for models in a data center
US20200005187A1 (en) * 2017-05-05 2020-01-02 Servicenow, Inc. Machine learning with distributed training

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11323884B2 (en) * 2017-06-27 2022-05-03 Allot Ltd. System, device, and method of detecting, mitigating and isolating a signaling storm
EP3686805A1 (fr) * 2019-01-28 2020-07-29 Koninklijke Philips N.V. Association d'un descripteur de population à l'aide d'un modèle formé

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20200005187A1 (en) * 2017-05-05 2020-01-02 Servicenow, Inc. Machine learning with distributed training
US20190034763A1 (en) * 2017-12-27 2019-01-31 Intel Corporation Storing and retrieving training data for models in a data center

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
ANONYMOUS: "O-RAN Working Group 2 (Non-RT RIC & A1 interface). ORAN-WG2.Use Case Requirements v01.00", 1 June 2019 (2019-06-01), pages 1 - 29, XP009528794, Retrieved from the Internet <URL:https://www.o-ran.org/specifications> *
ANONYMOUS: "O-RAN Working Group 2 AI/ML workflow description and requirements v1.01", 1 April 2020 (2020-04-01), XP055775462, Retrieved from the Internet <URL:https://www.o-ran.org/specification-access> *
O-RAN WORKING GROUP 2: "Non-RT RIC: Functional Architecture (O-RAN.WG2.Non-RT-RIC-ARCH-TR-v01.01)", vol. O-RAN.WG2.Non-RT-RIC-ARCH-TR-v01.01, 30 June 2021 (2021-06-30), pages 1 - 52, XP009542573, Retrieved from the Internet <URL:https://orandownloadsweb.azurewebsites.net/specifications> *
See also references of WO2022060923A1 *
SOLMAZ NIKNAM ET AL: "Intelligent O-RAN for Beyond 5G and 6G Wireless Networks", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 17 May 2020 (2020-05-17), XP081675121 *

Also Published As

Publication number Publication date
EP4214912A1 (fr) 2023-07-26
WO2022060923A1 (fr) 2022-03-24

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