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Self-improving system integration: Mastering continuous change
Future Generation Computer Systems ( IF 6.2 ) Pub Date : 2020-11-24 , DOI: 10.1016/j.future.2020.11.019
Kirstie Bellman , Jean Botev , Ada Diaconescu , Lukas Esterle , Christian Gruhl , Christopher Landauer , Peter R. Lewis , Phyllis R. Nelson , Evangelos Pournaras , Anthony Stein , Sven Tomforde

The research initiative “self-improving system integration” (SISSY) was established with the goal to master the ever-changing demands of system organisation in the presence of autonomous subsystems, evolving architectures, and highly-dynamic open environments. It aims to move integration-related decisions from design-time to run-time, implying a further shift of expertise and responsibility from human engineers to autonomous systems. This introduces a qualitative shift from existing self-adaptive and self-organising systems, moving from self-adaptation based on predefined variation types, towards more open contexts involving novel autonomous subsystems, collaborative behaviours, and emerging goals.

In this article, we revisit existing SISSY research efforts and establish a corresponding terminology focusing on how SISSY relates to the broad field of integration sciences. We then investigate SISSY-related research efforts and derive a taxonomy of SISSY technology. This is concluded by establishing a research road-map for developing operational self-improving self-integrating systems.



中文翻译:

自我完善的系统集成:掌握持续变化

建立了研究计划“自我完善的系统集成”(SISSY),其目的是在存在自治子系统,不断发展的体系结构和高度动态的开放环境的情况下,掌握系统组织不断变化的需求。它旨在将与集成相关的决策从设计时移至运行时,这意味着专业知识和职责将从人工工程师进一步转移到自治系统。这引入了从现有的自适应和自我组织系统的质变,从基于预定义变体类型的自适应过渡到涉及新型自主子系统,协作行为和新兴目标的更开放的环境。

在本文中,我们将回顾现有的SISSY研究成果,并建立一个相应的术语,重点关注SISSY如何与集成科学的广泛领域相关。然后,我们调查SISSY相关的研究工作,并得出SISSY技术的分类法。这是通过建立研究路线图来结束的,该路线图用于开发可操作的自我完善自我集成系统。

更新日期:2020-11-27
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