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      CPS를 위한 모델 기반 자율 컴퓨팅 프레임워크 = Model-based Autonomic Computing Framework for Cyber-Physical Systems

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      https://www.riss.kr/link?id=A101011910

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      다국어 초록 (Multilingual Abstract)

      In this paper, we present the model-based autonomic computing framework for a cyber-physical system which provides a self-management and a self-adaptation characteristics. A development process using this framework consists of two phases: a design phase in which a developer models faults, normal status constrains, and goals of the CPS, and an operational phase in which an autonomic computing engine operates monitor-analysis-plan-execute(MAPE) cycle for managed resources of the CPS. We design a hierachical architecture for autonomic computing engines and adopt the Model Reference Adaptive Control(MRAC) as a basic feedback loop model to separate goals and resource management. According to the GroundVehicle example, we demonstrate the effectiveness of the framework.
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      In this paper, we present the model-based autonomic computing framework for a cyber-physical system which provides a self-management and a self-adaptation characteristics. A development process using this framework consists of two phases: a design pha...

      In this paper, we present the model-based autonomic computing framework for a cyber-physical system which provides a self-management and a self-adaptation characteristics. A development process using this framework consists of two phases: a design phase in which a developer models faults, normal status constrains, and goals of the CPS, and an operational phase in which an autonomic computing engine operates monitor-analysis-plan-execute(MAPE) cycle for managed resources of the CPS. We design a hierachical architecture for autonomic computing engines and adopt the Model Reference Adaptive Control(MRAC) as a basic feedback loop model to separate goals and resource management. According to the GroundVehicle example, we demonstrate the effectiveness of the framework.

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      참고문헌 (Reference)

      1 P. Feiler, "Ultra-Large-Scale Systems – The Software Challenge of the Future" 2006

      2 J.O. Kephart, "The Vision of Autonomic Computing" 36 (36): 41-50, 2003

      3 R. Kazman, "The Metropolis Model: A New Logic for the Development of Crowdsourced Systems" 78-84, 2009

      4 D. Garlan, "Rainbow: Architecture -Based Self Adaptation with Reusable Infrastructure" 37 (37): 46-54, 2004

      5 SEI Software-Intensive Systems, "Integration of Software-Intensive SystemsInitiative: Addressing System-of-SystemsInteroperability" 2007

      6 "IBM Research Blue Gene Project"

      7 I. Chun, "Faults and Adaptation Policy Modeling Method for Self-adaptive Robots" 2011

      8 E.A. Lee, "Cyber physical systems: Design challenges" 2008

      9 김진명, "CPS모델 신뢰성 검증을 위한 HLA/RTI 기반의 하이브리드 시뮬레이션 프레임워크" 2010

      10 H. Muller, "Autonomic Computing Now You See It, Now you Don’t" 5413 : 32-54, 2009

      1 P. Feiler, "Ultra-Large-Scale Systems – The Software Challenge of the Future" 2006

      2 J.O. Kephart, "The Vision of Autonomic Computing" 36 (36): 41-50, 2003

      3 R. Kazman, "The Metropolis Model: A New Logic for the Development of Crowdsourced Systems" 78-84, 2009

      4 D. Garlan, "Rainbow: Architecture -Based Self Adaptation with Reusable Infrastructure" 37 (37): 46-54, 2004

      5 SEI Software-Intensive Systems, "Integration of Software-Intensive SystemsInitiative: Addressing System-of-SystemsInteroperability" 2007

      6 "IBM Research Blue Gene Project"

      7 I. Chun, "Faults and Adaptation Policy Modeling Method for Self-adaptive Robots" 2011

      8 E.A. Lee, "Cyber physical systems: Design challenges" 2008

      9 김진명, "CPS모델 신뢰성 검증을 위한 HLA/RTI 기반의 하이브리드 시뮬레이션 프레임워크" 2010

      10 H. Muller, "Autonomic Computing Now You See It, Now you Don’t" 5413 : 32-54, 2009

      11 I. Hong, "Autonomic Computing Framework for Cyber-Physical Systems" 148-151, 2001

      12 IBM, "An Architectural Blueprint for Autonomic Computing 3rd Edition" IBM 2005

      13 A. Karl, "Adaptive Control" Dover Books 2008

      14 C. Lee, "A Runtime Evaluation Methodology and Framework for Autonomic Systems" 3 (3): 21-25, 2012

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2028 평가예정 재인증평가 신청대상 (재인증)
      2022-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2019-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2016-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2014-07-03 학술지명변경 외국어명 : Journal of IEMEK -> IEMEK Journal of Embedded Systems and Applications KCI등재
      2012-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2011-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2009-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.27 0.27 0.22
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.22 0.18 0.415 0.07
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