CN114208128A - 数据处理方法及装置、计算机存储介质 - Google Patents

数据处理方法及装置、计算机存储介质 Download PDF

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CN114208128A
CN114208128A CN201980099130.6A CN201980099130A CN114208128A CN 114208128 A CN114208128 A CN 114208128A CN 201980099130 A CN201980099130 A CN 201980099130A CN 114208128 A CN114208128 A CN 114208128A
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network
target network
graph
knowledge
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王仲宇
谢于明
宋伟
张震伟
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Huawei Technologies Co Ltd
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Huawei Technologies Co Ltd
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    • 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
    • H04L43/04—Processing captured monitoring data, e.g. for logfile generation
    • H04L43/045—Processing captured monitoring data, e.g. for logfile generation for graphical visualisation of monitoring data
    • 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
    • H04L41/085—Retrieval of network configuration; Tracking network configuration history
    • H04L41/0853—Retrieval of network configuration; Tracking network configuration history by actively collecting configuration information or by backing up configuration information
    • 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
    • H04L41/06—Management of faults, events, alarms or notifications
    • H04L41/0677—Localisation of faults
    • 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
    • H04L41/06—Management of faults, events, alarms or notifications
    • H04L41/0631—Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
    • 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
    • H04L41/06—Management of faults, events, alarms or notifications
    • H04L41/069—Management of faults, events, alarms or notifications using logs of notifications; Post-processing of notifications
    • 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
    • H04L41/12—Discovery or management of network topologies
    • 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
    • H04L41/142—Network analysis or design using statistical or mathematical methods
    • 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
    • H04L41/22—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks comprising specially adapted graphical user interfaces [GUI]
    • 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
    • H04L41/0813—Configuration setting characterised by the conditions triggering a change of settings
    • 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
    • H04L41/5074—Handling of user complaints or trouble tickets

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Algebra (AREA)
  • Physics & Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Mathematical Physics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Pure & Applied Mathematics (AREA)
  • Human Computer Interaction (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)

Abstract

一种数据处理方法及装置、计算机存储介质，属于网络技术领域。管理设备获取目标网络的网络数据(201)，该网络数据包括目标网络的组网拓扑以及目标网络中多个网络设备的设备信息，设备信息包括接口配置信息、协议配置信息和业务配置信息中的一个或多个。管理设备从网络数据中提取多个知识图谱三元组(202)，每个知识图谱三元组包括两个网络实体以及该两个网络实体之间的关系，网络实体的类型为网络设备、接口、协议或业务。管理设备根据多个知识图谱三元组，生成目标网络的知识图谱(203)。由于目标网络的知识图谱能够实现网络数据的可视化，因此可以提高用户获取网络信息的效率。

Description

PCT国内申请，说明书已公开。

Claims (26)

  1. PCT国内申请，权利要求书已公开。
CN201980099130.6A 2019-09-11 2019-11-11 数据处理方法及装置、计算机存储介质 Pending CN114208128A (zh)

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CN201910860877.0A CN112491636B (zh) 2019-09-11 2019-09-11 数据处理方法及装置、计算机存储介质
PCT/CN2019/117248 WO2021047011A1 (zh) 2019-09-11 2019-11-11 数据处理方法及装置、计算机存储介质

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114710392A (zh) * 2022-03-23 2022-07-05 阿里云计算有限公司 事件信息的获取方法及装置

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113328872B (zh) 2020-02-29 2023-03-28 华为技术有限公司 故障修复方法、装置和存储介质
CN113420162B (zh) * 2021-06-24 2023-04-18 国网天津市电力公司 一种基于知识图谱的设备运行链状态监测方法
CN113595827B (zh) * 2021-07-29 2023-02-21 北京百度网讯科技有限公司 云网络监控方法和装置、电子设备、计算机介质
CN114124859B (zh) * 2021-08-17 2023-04-07 北京邮电大学 一种网络维护平台智能客户服务机器人及维护方法
CN113746950B (zh) * 2021-09-07 2023-11-21 中国联合网络通信集团有限公司 Ip地址冲突预检测方法、系统、计算机设备及存储介质
CN115883320A (zh) * 2021-09-27 2023-03-31 中国联合网络通信集团有限公司 网络设备异常分析方法、装置、电子设备及可读存储介质

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090055684A1 (en) * 2007-08-23 2009-02-26 Jamjoom Hani T Method and apparatus for efficient problem resolution via incrementally constructed causality model based on history data
CN105871612A (zh) * 2016-03-31 2016-08-17 乐视控股（北京）有限公司 Cdn网络的拓扑结构生成器
CN107749803A (zh) * 2017-10-16 2018-03-02 浙江宇视科技有限公司 一种网络拓扑布局方法及装置
CN109347798A (zh) * 2018-09-12 2019-02-15 东软集团股份有限公司 网络安全知识图谱的生成方法、装置、设备及存储介质
CN109922075A (zh) * 2019-03-22 2019-06-21 中国南方电网有限责任公司 网络安全知识图谱构建方法和装置、计算机设备

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11159364B2 (en) * 2013-04-29 2021-10-26 Moogsoft Inc. System in communication with a managed infrastructure
US9668146B2 (en) * 2014-04-25 2017-05-30 The Hong Kong University Of Science And Technology Autonomous robot-assisted indoor wireless coverage characterization platform
US10776586B2 (en) 2018-01-10 2020-09-15 International Business Machines Corporation Machine learning to integrate knowledge and augment natural language processing
EP3564091A1 (de) 2018-04-30 2019-11-06 Siemens Aktiengesellschaft Verfahren und anordnung zur fehlerdetektion in einem weichensystem
CN109815230A (zh) * 2018-12-23 2019-05-28 国网浙江省电力有限公司 一种基于知识图谱的全业务数据中心数据审计方法
CN110008288B (zh) * 2019-02-19 2021-06-29 武汉烽火技术服务有限公司 用于网络故障分析的知识图谱库的构建方法及其应用
CN110083744A (zh) * 2019-04-24 2019-08-02 厦门无常师教育科技有限公司 一种基于知识图谱的教学问题诊断方法及系统

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090055684A1 (en) * 2007-08-23 2009-02-26 Jamjoom Hani T Method and apparatus for efficient problem resolution via incrementally constructed causality model based on history data
CN105871612A (zh) * 2016-03-31 2016-08-17 乐视控股（北京）有限公司 Cdn网络的拓扑结构生成器
CN107749803A (zh) * 2017-10-16 2018-03-02 浙江宇视科技有限公司 一种网络拓扑布局方法及装置
CN109347798A (zh) * 2018-09-12 2019-02-15 东软集团股份有限公司 网络安全知识图谱的生成方法、装置、设备及存储介质
CN109922075A (zh) * 2019-03-22 2019-06-21 中国南方电网有限责任公司 网络安全知识图谱构建方法和装置、计算机设备

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114710392A (zh) * 2022-03-23 2022-07-05 阿里云计算有限公司 事件信息的获取方法及装置
CN114710392B (zh) * 2022-03-23 2024-03-12 阿里云计算有限公司 事件信息的获取方法及装置

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CN112491636A (zh) 2021-03-12
EP4024770A1 (en) 2022-07-06
US20220200844A1 (en) 2022-06-23
EP4024770A4 (en) 2022-10-05
BR112022004494A2 (pt) 2022-05-31
CN112491636B (zh) 2023-04-18
WO2021047011A1 (zh) 2021-03-18
JP2022547560A (ja) 2022-11-14

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