KR102452206B9 - 빅데이터 분석을 위한 인공지능 기반의 클라우드 최적화 장치 및 방법 - Google Patents

빅데이터 분석을 위한 인공지능 기반의 클라우드 최적화 장치 및 방법

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Publication number
KR102452206B9
KR102452206B9 KR1020200189058A KR20200189058A KR102452206B9 KR 102452206 B9 KR102452206 B9 KR 102452206B9 KR 1020200189058 A KR1020200189058 A KR 1020200189058A KR 20200189058 A KR20200189058 A KR 20200189058A KR 102452206 B9 KR102452206 B9 KR 102452206B9
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KR
South Korea
Prior art keywords
data analysis
artificial intelligence
big data
analysis based
optimization device
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Application number
KR1020200189058A
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English (en)
Other versions
KR20220096531A (ko
KR102452206B1 (ko
Inventor
이경용
김혁만
Original Assignee
국민대학교산학협력단
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Priority to KR1020200189058A priority Critical patent/KR102452206B1/ko
Publication of KR20220096531A publication Critical patent/KR20220096531A/ko
Application granted granted Critical
Publication of KR102452206B1 publication Critical patent/KR102452206B1/ko
Publication of KR102452206B9 publication Critical patent/KR102452206B9/ko

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G06F9/45558—Hypervisor-specific management and integration aspects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/16—Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G06F9/5061—Partitioning or combining of resources
    • G06F9/5072—Grid computing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G06F9/45558—Hypervisor-specific management and integration aspects
    • G06F2009/45562—Creating, deleting, cloning virtual machine instances
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G06F9/45558—Hypervisor-specific management and integration aspects
    • G06F2009/4557—Distribution of virtual machine instances; Migration and load balancing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44—Arrangements for executing specific programs
    • G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533—Hypervisors; Virtual machine monitors
    • G06F9/45558—Hypervisor-specific management and integration aspects
    • G06F2009/45591—Monitoring or debugging support

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  • Engineering & Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Computing Systems (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Pure & Applied Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
KR1020200189058A 2020-12-31 2020-12-31 빅데이터 분석을 위한 인공지능 기반의 클라우드 최적화 장치 및 방법 KR102452206B1 (ko)

Priority Applications (1)

Application Number Priority Date Filing Date Title
KR1020200189058A KR102452206B1 (ko) 2020-12-31 2020-12-31 빅데이터 분석을 위한 인공지능 기반의 클라우드 최적화 장치 및 방법

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020200189058A KR102452206B1 (ko) 2020-12-31 2020-12-31 빅데이터 분석을 위한 인공지능 기반의 클라우드 최적화 장치 및 방법

Publications (3)

Publication Number Publication Date
KR20220096531A KR20220096531A (ko) 2022-07-07
KR102452206B1 KR102452206B1 (ko) 2022-10-07
KR102452206B9 true KR102452206B9 (ko) 2022-12-05

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020200189058A KR102452206B1 (ko) 2020-12-31 2020-12-31 빅데이터 분석을 위한 인공지능 기반의 클라우드 최적화 장치 및 방법

Country Status (1)

Country Link
KR (1) KR102452206B1 (ko)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102543689B1 (ko) 2022-12-07 2023-06-16 케이웨어 (주) 하이브리드 클라우드 운영 시스템 및 그 제어방법과, 그 하이브리드 클라우드 운영 시스템에 포함되는 노드 배치 장치 및 그 제어방법
KR102644982B1 (ko) * 2023-03-20 2024-03-07 주식회사 와이티아이엔에스 클라우드 환경에서 구현되는 빅데이터 및 인공지능 기반의 서비스 제공 시스템

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070271325A1 (en) 2006-05-08 2007-11-22 Nvidia Corporation Matrix multiply with reduced bandwidth requirements
KR102142943B1 (ko) * 2018-06-25 2020-08-10 국민대학교산학협력단 클라우드 기반의 인공지능 연산 서비스 방법 및 이를 수행하는 장치
KR102063791B1 (ko) * 2018-07-05 2020-01-08 국민대학교산학협력단 클라우드 기반의 인공지능 연산 서비스 방법 및 장치

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KR20220096531A (ko) 2022-07-07
KR102452206B1 (ko) 2022-10-07

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