KR102516187B9 - 시스템 장애 예측 방법 및 시스템 - Google Patents

시스템 장애 예측 방법 및 시스템

Info

Publication number
KR102516187B9
KR102516187B9 KR1020200154336A KR20200154336A KR102516187B9 KR 102516187 B9 KR102516187 B9 KR 102516187B9 KR 1020200154336 A KR1020200154336 A KR 1020200154336A KR 20200154336 A KR20200154336 A KR 20200154336A KR 102516187 B9 KR102516187 B9 KR 102516187B9
Authority
KR
South Korea
Prior art keywords
predicting failure
predicting
failure
Prior art date
Application number
KR1020200154336A
Other languages
English (en)
Other versions
KR102516187B1 (ko
KR20220067758A (ko
Inventor
노재춘
권세훈
서형준
박성순
박문식
김경표
Original Assignee
(주)글루시스
세종대학교산학협력단
에프에이리눅스 주식회사
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 (주)글루시스, 세종대학교산학협력단, 에프에이리눅스 주식회사 filed Critical (주)글루시스
Priority to KR1020200154336A priority Critical patent/KR102516187B1/ko
Priority to PCT/KR2020/016514 priority patent/WO2022107935A1/ko
Publication of KR20220067758A publication Critical patent/KR20220067758A/ko
Application granted granted Critical
Publication of KR102516187B1 publication Critical patent/KR102516187B1/ko
Publication of KR102516187B9 publication Critical patent/KR102516187B9/ko

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Economics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Physics (AREA)
  • Strategic Management (AREA)
  • Human Resources & Organizations (AREA)
  • Artificial Intelligence (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Quality & Reliability (AREA)
  • Marketing (AREA)
  • Operations Research (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Computational Linguistics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Development Economics (AREA)
  • Game Theory and Decision Science (AREA)
  • Educational Administration (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
KR1020200154336A 2020-11-18 2020-11-18 시스템 장애 예측 방법 및 시스템 KR102516187B1 (ko)

Priority Applications (2)

Application Number Priority Date Filing Date Title
KR1020200154336A KR102516187B1 (ko) 2020-11-18 2020-11-18 시스템 장애 예측 방법 및 시스템
PCT/KR2020/016514 WO2022107935A1 (ko) 2020-11-18 2020-11-20 시스템 장애 예측 방법 및 시스템

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020200154336A KR102516187B1 (ko) 2020-11-18 2020-11-18 시스템 장애 예측 방법 및 시스템

Publications (3)

Publication Number Publication Date
KR20220067758A KR20220067758A (ko) 2022-05-25
KR102516187B1 KR102516187B1 (ko) 2023-03-30
KR102516187B9 true KR102516187B9 (ko) 2024-04-08

Family

ID=81709159

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020200154336A KR102516187B1 (ko) 2020-11-18 2020-11-18 시스템 장애 예측 방법 및 시스템

Country Status (2)

Country Link
KR (1) KR102516187B1 (ko)
WO (1) WO2022107935A1 (ko)

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9449344B2 (en) * 2013-12-23 2016-09-20 Sap Se Dynamically retraining a prediction model based on real time transaction data
US20160132787A1 (en) * 2014-11-11 2016-05-12 Massachusetts Institute Of Technology Distributed, multi-model, self-learning platform for machine learning
KR101827108B1 (ko) * 2016-05-04 2018-02-07 두산중공업 주식회사 플랜트 이상 감지 학습 시스템 및 방법
KR102418969B1 (ko) * 2017-04-27 2022-07-11 주식회사 케이티 딥러닝 기반 통신망 장비의 장애 예측 시스템 및 방법
KR102087959B1 (ko) * 2017-06-26 2020-03-11 주식회사 케이티 통신망의 인공지능 운용 시스템 및 이의 동작 방법
KR102221492B1 (ko) * 2017-12-13 2021-03-02 주식회사 마이더스에이아이 텍스트 마이닝 기반 보안 이벤트 자동 검증 시스템 및 방법
KR101984730B1 (ko) * 2018-10-23 2019-06-03 (주) 글루시스 서버 장애 자동 예측 시스템 및 자동 예측 방법
KR102124425B1 (ko) * 2018-11-05 2020-06-18 (주)엔키아 시계열 데이터 예측 모델 평가 방법 및 장치
KR102190303B1 (ko) * 2018-11-30 2020-12-14 서울대학교 산학협력단 Cnn기반의 딥러닝 모델 학습장치 및 그 방법

Also Published As

Publication number Publication date
WO2022107935A1 (ko) 2022-05-27
KR102516187B1 (ko) 2023-03-30
KR20220067758A (ko) 2022-05-25

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G170 Re-publication after modification of scope of protection [patent]