分散自适应系统的映射研究
Decentralized Self-Adaptive Systems: A Mapping Study
摘要：
随着自适应系统的普遍性和规模的增加，越来越需要分散实现自适应的功能。我们的重点是基于架构的自适应系统，其中一个或多个功能的监测，分析，规划和执行是由多个组件，相互协调实现。虽然一些早期的研究已经阐明了现有的工作对自适应系统的去中心化，目前还没有明确的概述的最先进的自适应系统的去中心化。然而，对分散式自适应系统的最新技术水平有一个准确的认识，对于研究人员理解现有的解决方案和推动未来的研究工作至关重要。为了弥补这一差距，我们进行了一项绘图研究。该研究重点关注在24个重要场所发表的关于自我适应研究的论文。研究的重点是选择一个分散的方法来实现自适应的动机，是分散的适应功能，协调的实现，并在该领域面临的挑战。
英文摘要：
With the increasing ubiquity and scale of self-adaptive systems, there is a growing need to decentralize the functionality that realizes self-adaptation. Our focus is on architecture-based self-adaptive systems where one or more functions for monitoring, analyzing, planning, and executing are realized by multiple components that coordinate with one another. While some earlier studies have shed light on existing work on the decentralization of self-adaptive systems, there is currently no clear overview of the state of the art in decentralization of self-adaptive systems. Yet, having a precise view on the state of the art in decentralized self-adaptive systems is crucial for researchers to understand existing solutions and drive future research efforts. To address this gap, we conducted a mapping study. The study focused on papers published at 24 important venues that publish research on self-adaptation. The study focused on the motivations for choosing a decentralized approach to realize self-adaptation, the adaptation functions that are decentralized, the realization of the coordination, and the open challenges in the area.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
