JP2024511391A - 自律的なネットワークテストケース生成のための方法、システム、およびコンピュータ読取可能媒体 - Google Patents

自律的なネットワークテストケース生成のための方法、システム、およびコンピュータ読取可能媒体 Download PDF

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JP2024511391A
JP2024511391A JP2023557165A JP2023557165A JP2024511391A JP 2024511391 A JP2024511391 A JP 2024511391A JP 2023557165 A JP2023557165 A JP 2023557165A JP 2023557165 A JP2023557165 A JP 2023557165A JP 2024511391 A JP2024511391 A JP 2024511391A
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network
case
test case
failure
test
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JP2024511391A5 (enExample
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サクセナ，バルン
アラバムダーン，ベンカテシュ
サプラ，カワール
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オラクル・インターナショナル・コーポレイション
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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

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  • 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)
JP2023557165A 2021-03-19 2022-03-14 自律的なネットワークテストケース生成のための方法、システム、およびコンピュータ読取可能媒体 Pending JP2024511391A (ja)

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

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JP2024511391A true JP2024511391A (ja) 2024-03-13
JP2024511391A5 JP2024511391A5 (enExample) 2024-11-06

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US (1) US11533247B2 (enExample)
EP (1) EP4309348B1 (enExample)
JP (1) JP2024511391A (enExample)
CN (1) CN117242754A (enExample)
WO (1) WO2022197604A1 (enExample)

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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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EP4309348A1 (en) 2024-01-24
WO2022197604A1 (en) 2022-09-22
EP4309348B1 (en) 2026-01-14
US11533247B2 (en) 2022-12-20
CN117242754A (zh) 2023-12-15
US20220303206A1 (en) 2022-09-22

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