KR100826833B1 - 가변 워크로드의 존재시 컴퓨팅 배치 관리 방법 및 장치 - Google Patents
가변 워크로드의 존재시 컴퓨팅 배치 관리 방법 및 장치 Download PDFInfo
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- KR100826833B1 KR100826833B1 KR1020057014631A KR20057014631A KR100826833B1 KR 100826833 B1 KR100826833 B1 KR 100826833B1 KR 1020057014631 A KR1020057014631 A KR 1020057014631A KR 20057014631 A KR20057014631 A KR 20057014631A KR 100826833 B1 KR100826833 B1 KR 100826833B1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/008—Reliability or availability analysis
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- 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
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
Abstract
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Claims (30)
- 워크로드 레벨을 가변하는 것에 기반해서 컴퓨팅 환경 내의 복수의 서버들의 배치(deployment)를 관리하는 자동화된 방법에 있어서,상기 컴퓨팅 환경에 연관된 데이터에 기반해 장래 워크로드 레벨을 예측하는 단계 - 상기 예측하는 단계는 예상 범위(forecast horizon)에 기반해서 예상하는 단계를 포함함- ;상기 서버들의 현재 배치가 상기 장래 워크로드 레벨을 충족시키기에 불충분한지(insufficient), 충분한지(sufficient) 또는 너무 충분한지(overly sufficient)를 추정하는 단계; 및상기 서버들의 현재 배치가 상기 장래 워크로드 레벨을 충족시키기에 불충분하거나 너무 충분한 것으로 추정되면, 하나 이상의 동작들이 취해지도록 하는 단계를 포함하며,상기 동작이 취해지도록 하는 단계는 상기 서버들의 현재 배치가 불충분하다고 추정되면, 하나 이상의 서버를 추가함으로써 상기 장래 워크로드 레벨에 대처하도록 하는 단계를 더 포함하고,상기 동작이 취해지도록 하는 단계는 상기 서버들의 현재 배치가 너무 충분하다고 추정되면, 하나 이상의 서버를 제거함으로써 상기 장래 워크로드 레벨에 대처하도록 하는 단계를 더 포함하며,상기 예상 범위는, 상기 서버들의 현재 배치가 상기 장래 워크로드 레벨을 충족시키기에 불충분하거나 너무 충분한 것으로 추정되는 경우, 상기 하나 이상의 동작들 중 적어도 하나를 실행하기 위해 필요한 시간의 함수에 따라 선택적으로 변경될 수 있는 방법.
- 제1항에 있어서,상기 하나 이상의 서버의 모니터링을 통해서, 상기 장래 워크로드 레벨 예측 단계에 의해 사용되는, 상기 컴퓨팅 환경과 연관된 상기 데이터를 획득하는 단계를 더 포함하는 방법.
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- 제1항에 있어서,상기 동작이 취해지도록 하는 단계는 상기 서버들과 연관된 하나 이상의 구성 파라미터들의 튜닝을 일으키는 단계를 더 포함하는 방법.
- 제1항에 있어서,상기 동작이 취해지도록 하는 단계는 상기 서버들 상의 허가 큐들(admission queues)의 조작을 일으키는 단계를 더 포함하는 방법.
- 제1항에 있어서,상기 추정하는 단계는 하나 이상의 서비스 목표들에 기반해서, 상기 서버들의 현재 배치가 불충분한지, 충분한지 또는 너무 충분한지를 추정하는 단계를 더 포함하는 방법.
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- 워크로드 레벨들을 가변시키는 것에 기반해서 컴퓨팅 환경 내의 복수의 서버들의 배치를 관리하기 위한 장치에 있어서,메모리; 및상기 메모리에 연결되어서 청구항 제1항, 제2항, 제5항, 제6항 및 제7항 중 어느 한 항에 기재된 방법을 수행하도록 작동되는 적어도 하나의 프로세서를 포함하는 장치.
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- 워크로드 레벨들을 가변시키는 것에 기반해서 컴퓨팅 환경 내의 복수의 서버들의 배치를 관리하기 위한 기계 판독 가능 매체에 있어서, 실행시에 청구항 제1항, 제2항, 제5항, 제6항 및 제7항 중 어느 한 항에 기재된 방법을 구현하는 하나 이상의 프로그램들을 포함하는 기계 판독 가능 매체.
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- 워크로드 레벨들을 가변하는 것에 기반해서 컴퓨팅 환경 내의 복수의 서버들의 배치를 관리하기 위한 자동화된 시스템에서,(i) 상기 컴퓨팅 환경에 연관된 데이터에 기반해 장래 워크로드 레벨을 예측하고,(ii) 상기 서버들의 현재 배치가 상기 장래 워크로드 레벨을 충족시키기에 불충분한지, 충분한지 및 너무 충분한지를 추정하도록 동작하고, 메모리 및 그에 연결된 적어도 하나의 프로세서를 포함하는 솔루션 매니저(solution manager) 모듈; 및(i) 상기 컴퓨팅 환경에 연관된 상기 데이터를 상기 솔루션 매니저 모듈에 제공하고,(ii) 상기 서버들의 현재 배치가 상기 장래 워크로드 레벨을 충족시키기에 불충분하거나 너무 충분한 것으로 상기 솔루션 매니저 모듈에 의해 추정되면, 상기 솔루션 매니저 모듈에 응답해서, 하나 이상의 동작이 취해지도록 작동되며, 메모리 및 그에 연결된 적어도 하나의 프로세서를 포함하는 배치 매니저(deployment manager) 모듈을 포함하고,상기 취해지는 하나 이상의 동작은, 상기 서버들의 현재 배치가 불충분하다고 추정되면, 하나 이상의 서버를 추가함으로써 상기 장래 워크로드 레벨에 대처하도록 하는 것을 포함하고,상기 취해지는 하나 이상의 동작은, 상기 서버들의 현재 배치가 너무 충분하다고 추정되면, 하나 이상의 서버를 제거함으로써 상기 장래 워크로드 레벨에 대처하도록 하는 것을 포함하며,상기 배치 매니저 모듈은,(i) 워크로드 데이터로의 액세스를 제공하기 위한 모니터링 모듈;(ii) 자원 준비를 수행하기 위한 준비 모듈(provisioning module);(iii) 상기 서버들 중 하나 이상과 연관되는 하나 이상의 구성 파라미터를 변경하기 위한 튜닝 인터페이스 모듈; 및(iv) 상기 서버들 중 하나 이상에서, 하나 이상의 허가 큐의 조작을 일으키기 위한 스로틀링 인터페이스 모듈(throttling interface module)을 포함하는 시스템.
- 청구항 26은(는) 설정등록료 납부시 포기되었습니다.제25항에 있어서,상기 서버들이 애플리케이션의 실행을 구현하기 위해 배치될 수 있는 시스템.
- 제25항에 있어서,상기 솔루션 매니저 및 상기 배치 매니저 중 적어도 하나가 자율적으로 동작하는 시스템.
- 제25항에 있어서,상기 하나 이상의 동작은 서버 준비(server provisioning), 서버 튜닝(server tuning) 및 허가 제어(admission control) 중 적어도 하나를 포함하는 시스템.
- 청구항 29은(는) 설정등록료 납부시 포기되었습니다.제25항에 있어서,상기 솔루션 매니저는 하나 이상의 서비스 목표들에 기반해서, 서버들의 현재 배치가 불충분한지, 충분한지 또는 너무 충분한지를 추정하는 시스템.
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US10/384,973 | 2003-03-10 | ||
US10/384,973 US7350186B2 (en) | 2003-03-10 | 2003-03-10 | Methods and apparatus for managing computing deployment in presence of variable workload |
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US (2) | US7350186B2 (ko) |
EP (1) | EP1602031A2 (ko) |
JP (1) | JP2006520027A (ko) |
KR (1) | KR100826833B1 (ko) |
CN (1) | CN100377094C (ko) |
AU (1) | AU2003268329A1 (ko) |
CA (1) | CA2515470C (ko) |
MX (1) | MXPA05009648A (ko) |
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KR20230088109A (ko) | 2021-12-10 | 2023-06-19 | 국방과학연구소 | 비지도 학습 기반의 vnf 이상 탐지 장치, 방법, 컴퓨터 판독 가능한 기록 매체 및 컴퓨터 프로그램 |
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CA2515470C (en) | 2016-10-25 |
CN100377094C (zh) | 2008-03-26 |
EP1602031A2 (en) | 2005-12-07 |
CA2515470A1 (en) | 2004-09-23 |
WO2004081789A2 (en) | 2004-09-23 |
AU2003268329A1 (en) | 2004-09-30 |
TWI308269B (en) | 2009-04-01 |
US20070240162A1 (en) | 2007-10-11 |
WO2004081789A3 (en) | 2005-06-30 |
MXPA05009648A (es) | 2005-10-20 |
US7350186B2 (en) | 2008-03-25 |
AU2003268329A8 (en) | 2004-09-30 |
US8386995B2 (en) | 2013-02-26 |
KR20060023951A (ko) | 2006-03-15 |
TW200506598A (en) | 2005-02-16 |
CN1751294A (zh) | 2006-03-22 |
US20040181794A1 (en) | 2004-09-16 |
JP2006520027A (ja) | 2006-08-31 |
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