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Journal Article
CPS를 위한 모델 기반 자율 컴퓨팅 프레임워크
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- Issue Date
- 2012-10
- Citation
- 대한임베디드공학회논문지, v.7, no.5, pp.267-275
- ISSN
- 1975-5066
- Publisher
- 대한임베디드공학회
- Language
- Korean
- Type
- Journal Article
- 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.
- KSP Keywords
- Computing framework, Design phase, Feedback Loop, Model reference adaptive control(MRAC), Operational phase, Resource management, Self-adaptation, Self-management, Two-phase, autonomic computing, cyber physical system(CPS)