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CN116097734A8 - 业务体验模型的确定方法及通信装置 - Google Patents

业务体验模型的确定方法及通信装置 Download PDF

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Publication number
CN116097734A8
CN116097734A8 CN202080103972.7A CN202080103972A CN116097734A8 CN 116097734 A8 CN116097734 A8 CN 116097734A8 CN 202080103972 A CN202080103972 A CN 202080103972A CN 116097734 A8 CN116097734 A8 CN 116097734A8
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CN
China
Prior art keywords
data
network element
data set
analysis network
service
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
CN202080103972.7A
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English (en)
Other versions
CN116097734A (zh
Inventor
辛阳
崇卫微
吴晓波
阎亚丽
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.)
Huawei Technologies Co Ltd
Original Assignee
Huawei Technologies Co Ltd
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 Huawei Technologies Co Ltd filed Critical Huawei Technologies Co Ltd
Publication of CN116097734A publication Critical patent/CN116097734A/zh
Publication of CN116097734A8 publication Critical patent/CN116097734A8/zh
Pending legal-status Critical Current

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Classifications

    • 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
    • H04L41/5061—Network service management, e.g. ensuring proper service fulfilment according to agreements characterised by the interaction between service providers and their network customers, e.g. customer relationship management
    • H04L41/5067—Customer-centric QoS measurements
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W28/00—Network traffic management; Network resource management
    • H04W28/02—Traffic management, e.g. flow control or congestion control
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L65/00—Network arrangements, protocols or services for supporting real-time applications in data packet communication
    • H04L65/10—Architectures or entities
    • H04L65/1016—IP multimedia subsystem [IMS]
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L65/00—Network arrangements, protocols or services for supporting real-time applications in data packet communication
    • H04L65/80—Responding to QoS
    • 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
    • H04W84/00—Network topologies
    • H04W84/02—Hierarchically pre-organised networks, e.g. paging networks, cellular networks, WLAN [Wireless Local Area Network] or WLL [Wireless Local Loop]
    • H04W84/04—Large scale networks; Deep hierarchical networks
    • H04W84/042—Public Land Mobile systems, e.g. cellular systems

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Multimedia (AREA)
  • Software Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • General Business, Economics & Management (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Mobile Radio Communication Systems (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
  • Telephonic Communication Services (AREA)

Abstract

本申请实施例提供业务体验模型的确定方法及通信装置。该方法包括：数据分析网元获取第一数据集对应的第一关联信息，第一数据集包括业务在核心网网元上的数据；数据分析网元根据第一关联信息获取第二数据集；数据分析网元根据第一信息以及第二数据集确定第四数据集，第四数据集为第二数据集的子集或者全部，第一信息包括第一设备的能力信息和/或数据分析网元的能力信息；数据分析网元根据第四数据集确定业务的业务体验模型。该方案，数据分析网元获取终端设备的业务在核心网网元上的数据，并与第一设备进行数据对齐，然后基于对齐后的数据进行模型训练得到准确的业务体验模型，数据分析网元无需获取终端设备的业务在第一设备上的数据。
CN202080103972.7A 2020-12-30 2020-12-30 业务体验模型的确定方法及通信装置 Pending CN116097734A (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2020/141751 WO2022141279A1 (zh) 2020-12-30 2020-12-30 业务体验模型的确定方法及通信装置

Publications (2)

Publication Number Publication Date
CN116097734A CN116097734A (zh) 2023-05-09
CN116097734A8 true CN116097734A8 (zh) 2024-05-21

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
CN202080103972.7A Pending CN116097734A (zh) 2020-12-30 2020-12-30 业务体验模型的确定方法及通信装置

Country Status (4)

Country Link
US (1) US20230353465A1 (zh)
EP (1) EP4262268A4 (zh)
CN (1) CN116097734A (zh)
WO (1) WO2022141279A1 (zh)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN116828587A (zh) * 2022-03-28 2023-09-29 维沃移动通信有限公司 网元注册方法、模型请求方法、装置、网元、通信系统及存储介质
WO2024108600A1 (zh) * 2022-11-25 2024-05-30 北京小米移动软件有限公司 应用服务的处理方法及装置
CN118368602A (zh) * 2023-01-18 2024-07-19 华为技术有限公司 数据处理方法及装置
WO2024153361A1 (en) * 2023-10-02 2024-07-25 Lenovo (Singapore) Pte. Ltd. Model training in a wireless communication network

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110620678A (zh) * 2018-06-20 2019-12-27 华为技术有限公司 一种资源管理方法及装置
CN110972193B (zh) * 2018-09-28 2021-12-03 华为技术有限公司 一种切片信息处理方法及装置
CN110972200B (zh) * 2018-09-30 2023-09-26 华为技术有限公司 通信方法和相关设备
US11038776B2 (en) * 2019-05-07 2021-06-15 Electronics And Telecommunications Research Institute Method and system for providing service experience analysis based on network data analysis

Also Published As

Publication number Publication date
CN116097734A (zh) 2023-05-09
EP4262268A1 (en) 2023-10-18
WO2022141279A1 (zh) 2022-07-07
US20230353465A1 (en) 2023-11-02
EP4262268A4 (en) 2024-01-17

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Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
CI02 Correction of invention patent application
CI02 Correction of invention patent application

Correction item: PCT international application to national stage day

Correct: 2023.02.15

False: 2023.02.14

Number: 19-01

Page: The title page

Volume: 39

Correction item: PCT international application to national stage day

Correct: 2023.02.15

False: 2023.02.14

Number: 19-01

Volume: 39