CN117242754A - 用于自主网络测试用例生成的方法、系统和计算机可读介质 - Google Patents

用于自主网络测试用例生成的方法、系统和计算机可读介质 Download PDF

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Publication number
CN117242754A
CN117242754A CN202280030708.4A CN202280030708A CN117242754A CN 117242754 A CN117242754 A CN 117242754A CN 202280030708 A CN202280030708 A CN 202280030708A CN 117242754 A CN117242754 A CN 117242754A
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CN
China
Prior art keywords
network
network function
fault condition
test cases
function test
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Pending
Application number
CN202280030708.4A
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English (en)
Chinese (zh)
Inventor
V·萨克塞纳
V·阿拉瓦姆丹
K·萨普拉
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Oracle International Corp
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Oracle International Corp
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Application filed by Oracle International Corp filed Critical Oracle International Corp
Publication of CN117242754A publication Critical patent/CN117242754A/zh
Pending legal-status Critical Current

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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
    • H04L43/50—Testing arrangements
    • 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
    • H04L41/06—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
    • H04L41/08—Configuration management of networks or network elements
    • H04L41/0876—Aspects of the degree of configuration automation
    • H04L41/0886—Fully automatic configuration
    • 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
    • H04L43/06—Generation of reports
    • H04L43/062—Generation of reports related to network traffic
    • 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
    • H04L41/16—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
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/04—Processing captured monitoring data, e.g. for logfile generation
    • 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
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Theoretical Computer Science (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)
  • Computer Vision & Pattern Recognition (AREA)
  • Automation & Control Theory (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)
CN202280030708.4A 2021-03-19 2022-03-14 用于自主网络测试用例生成的方法、系统和计算机可读介质 Pending CN117242754A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US17/207,393 US11533247B2 (en) 2021-03-19 2021-03-19 Methods, systems, and computer readable media for autonomous network test case generation
US17/207,393 2021-03-19
PCT/US2022/020182 WO2022197604A1 (en) 2021-03-19 2022-03-14 Methods, systems, and computer readable media for autonomous network test case generation

Publications (1)

Publication Number Publication Date
CN117242754A true CN117242754A (zh) 2023-12-15

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Family Applications (1)

Application Number Title Priority Date Filing Date
CN202280030708.4A Pending CN117242754A (zh) 2021-03-19 2022-03-14 用于自主网络测试用例生成的方法、系统和计算机可读介质

Country Status (5)

Country Link
US (1) US11533247B2 (https=)
EP (1) EP4309348B1 (https=)
JP (1) JP2024511391A (https=)
CN (1) CN117242754A (https=)
WO (1) WO2022197604A1 (https=)

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US11570068B1 (en) * 2021-12-28 2023-01-31 Rakuten Mobile, Inc. User-defined network congestion monitoring system
US12009983B1 (en) * 2022-12-13 2024-06-11 At&T Intellectual Property I, L.P. Automatically configuring network elements in multi-vendor and multi-domain topologies
US20240378557A1 (en) * 2023-05-10 2024-11-14 Dish Network L.L.C. Digital document and network management (ddms)
US12481570B2 (en) 2023-05-12 2025-11-25 Keysight Technologies, Inc. Methods, systems, and computer readable media for network testing and collecting generative artificial intelligence training data
US12476721B2 (en) * 2023-05-30 2025-11-18 T-Mobile Usa, Inc. Generating a test case associated with a test radio access network (RAN) based on key performance indicators associated with a production ran of a wireless telecommunication network
US12273255B1 (en) * 2023-10-02 2025-04-08 Amazon Technologies, Inc. Adaptive testing service that generates test cases from observed behaviors

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US20080126880A1 (en) * 2006-11-27 2008-05-29 Orla Hegarty Automatic generation of test cases from error data
US20140325278A1 (en) * 2013-04-25 2014-10-30 Verizon Patent And Licensing Inc. Method and system for interactive and automated testing between deployed and test environments
CN107908549A (zh) * 2017-10-24 2018-04-13 北京小米移动软件有限公司 测试用例生成方法、装置及计算机可读存储介质
CN108696404A (zh) * 2017-03-29 2018-10-23 埃森哲环球解决方案有限公司 经由协作平台实现受测试设备会议
CN111193640A (zh) * 2019-12-26 2020-05-22 西安交通大学 采用策略分解和符号执行的有状态数据平面故障检测方法
CN111209195A (zh) * 2019-12-30 2020-05-29 瑞庭网络技术（上海）有限公司 一种生成测试用例的方法及装置

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WO2002056541A2 (en) 2000-10-27 2002-07-18 Tekelec Us Methods and systems for testing comminications network components
US6883119B1 (en) * 2001-11-05 2005-04-19 At&T Corp. Methods of proactive network maintenance by automatic creation of trouble tickets
CN102111801B (zh) 2010-12-23 2013-08-21 北京宜富泰网络测试实验室有限公司 第三代移动通信网网络管理接口的测试方法及系统
US9047414B1 (en) * 2011-03-15 2015-06-02 Symantec Corporation Method and apparatus for generating automated test case scripts from natural language test cases
JP6349935B2 (ja) 2014-05-08 2018-07-04 日本電気株式会社 自動試験シナリオ作成装置、自動試験シナリオ作成方法及びプログラム
US10261851B2 (en) 2015-01-23 2019-04-16 Lightbend, Inc. Anomaly detection using circumstance-specific detectors
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US20080126880A1 (en) * 2006-11-27 2008-05-29 Orla Hegarty Automatic generation of test cases from error data
US20140325278A1 (en) * 2013-04-25 2014-10-30 Verizon Patent And Licensing Inc. Method and system for interactive and automated testing between deployed and test environments
CN108696404A (zh) * 2017-03-29 2018-10-23 埃森哲环球解决方案有限公司 经由协作平台实现受测试设备会议
CN107908549A (zh) * 2017-10-24 2018-04-13 北京小米移动软件有限公司 测试用例生成方法、装置及计算机可读存储介质
CN111193640A (zh) * 2019-12-26 2020-05-22 西安交通大学 采用策略分解和符号执行的有状态数据平面故障检测方法
CN111209195A (zh) * 2019-12-30 2020-05-29 瑞庭网络技术（上海）有限公司 一种生成测试用例的方法及装置

Also Published As

Publication number Publication date
EP4309348A1 (en) 2024-01-24
WO2022197604A1 (en) 2022-09-22
EP4309348B1 (en) 2026-01-14
US11533247B2 (en) 2022-12-20
JP2024511391A (ja) 2024-03-13
US20220303206A1 (en) 2022-09-22

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