CN116097734A - 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
CN116097734A
CN116097734A CN202080103972.7A CN202080103972A CN116097734A CN 116097734 A CN116097734 A CN 116097734A CN 202080103972 A CN202080103972 A CN 202080103972A CN 116097734 A CN116097734 A CN 116097734A
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data
network element
association information
data set
information
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CN202080103972.7A
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CN116097734A8 (zh
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辛阳
崇卫微
吴晓波
阎亚丽
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Huawei Technologies Co Ltd
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Huawei Technologies Co Ltd
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Publication of CN116097734A publication Critical patent/CN116097734A/zh
Publication of CN116097734A8 publication Critical patent/CN116097734A8/zh
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/50Network service management, e.g. ensuring proper service fulfilment according to agreements
    • H04L41/5061Network 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
    • H04L41/5067Customer-centric QoS measurements
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/02Traffic management, e.g. flow control or congestion control
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14Network analysis or design
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L65/00Network arrangements, protocols or services for supporting real-time applications in data packet communication
    • H04L65/10Architectures or entities
    • H04L65/1016IP multimedia subsystem [IMS]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L65/00Network arrangements, protocols or services for supporting real-time applications in data packet communication
    • H04L65/80Responding to QoS
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/16Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks using machine learning or artificial intelligence
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W84/00Network topologies
    • H04W84/02Hierarchically pre-organised networks, e.g. paging networks, cellular networks, WLAN [Wireless Local Area Network] or WLL [Wireless Local Loop]
    • H04W84/04Large scale networks; Deep hierarchical networks
    • H04W84/042Public Land Mobile systems, e.g. cellular systems

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  • 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。

Description

PCT国内申请,说明书已公开。

Claims (34)

  1. PCT国内申请,权利要求书已公开。
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 true CN116097734A (zh) 2023-05-09
CN116097734A8 CN116097734A8 (zh) 2024-05-21

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

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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

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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

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WO2022141279A1 (zh) 2022-07-07
EP4262268A4 (en) 2024-01-17
CN116097734A8 (zh) 2024-05-21
EP4262268A1 (en) 2023-10-18
US20230353465A1 (en) 2023-11-02

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PB01 Publication
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SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
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

CI02 Correction of invention patent application