基于控制回路动态更新的自适应系统动态演化研究

Hiroyuki Nakagawa, Akihiko Ohsuga, S. Honiden
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引用次数: 29

摘要

支持运行时适应的自适应系统是处理环境变化(包括系统入侵或故障)的一种很有前途的方法。这样的软件系统必须修改自己以更好地适应环境。构建此类系统的主要方法之一是引入多个控制回路。软件进化是扩展这种适应能力的基本活动,动态进化被设想为系统在运行时自我适应的一种方式。在本文中,我们建立了一个开发过程来处理动态演化。我们设计了一个目标模型编译器来生成设计动态演化的模型,并设计了一个支持控制循环动态部署的编程框架。我们通过实验将我们的方法应用于一个系统,并讨论了我们的编译器和框架如何支持自适应系统的动态演化。
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Towards Dynamic Evolution of Self-Adaptive Systems Based on Dynamic Updating of Control Loops
Self-adaptive systems, which enable runtime adaptation, are promising ways of dealing with environmental changes, including system intrusions or faults. Such software systems must modify themselves to better fit their environment. One of the main approaches to constructing such systems is to introduce multiple control loops. Software evolution is an essential activity for expanding this adaptation capability, and dynamic evolution has been envisaged as a way of systems adapting themselves at runtime. In this paper, we establish a development process to deal with dynamic evolution. We devise a goal model compiler to generate models for designing dynamic evolutions and a programming framework that supports dynamic deployment of control loops. We experimentally applied our approach to a system and discuss how our compiler and framework support dynamic evolution of self-adaptive systems.
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