动态自适应系统中解决特征交互的资源感知契约

Yu Liu, R. Meier
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引用次数: 12

摘要

动态自适应系统由于其适应异质和不断变化的环境的能力而变得越来越流行。这样的系统必须避免不利的特征相互作用,其中现有特征的适应或新特征的引入可能导致意想不到的和可能不利的系统行为。本文提出了一种资源感知契约,用于解决动态适应系统中由于资源约束而产生的不利特征交互。资源感知契约显式地捕获组成系统的各个组件的资源需求。它们被认为是检测和最终解决不利特征相互作用的基本手段,也是动态系统适应的关键促成因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Resource-Aware Contracts for Addressing Feature Interaction in Dynamic Adaptive Systems
Dynamic adaptive systems are becoming increasingly popular due to their ability to adapt to heterogeneous and changing environments. Such systems must avert adverse feature interaction where the adaptation of an existing feature or the introduction of a novel feature may result in unexpected and possibly adverse system behavior. This paper proposes resource-aware contracts for addressing adverse feature interaction in dynamically adaptable systems resulting from resource constraints. Resource-aware contracts explicitly capture the resource requirements of the individual components comprising a system. They are considered a fundamental means towards detecting and ultimately resolving adverse feature interaction and a key enabler of dynamic system adaptation.
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