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On the modularity assessment of aspect-oriented multiagent architectures: a quantitative study

机译:关于面向方面的多主体体系结构的模块化评估:定量研究

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摘要

A number of concerns in Multiagent Systems (MAS) have a broadly-scoped impact on the system architectural decomposition, which in turn hinder the design of modular MAS architectures. Typical examples of crosscutting concerns in MAS architectures include learning, mobility, coordination, and autonomy. Nowadays there are some architectural proposals that envisage an emerging aspect-oriented architectural pattern as a potential solution to address modularity shortcomings of conventional architectural patterns for MAS designs. However, little effort has been dedicated to effectively assess when and which of these emerging and traditional architectural solutions promote in fact superior modularity in the presence of crosscutting MAS concerns. This paper presents a quantitative comparison between aspect-oriented and conventional MAS architectures. Our analysis evaluates how the architectures under comparison support the promotion of enhanced modularity in the presence of architectural crosscutting concerns in MAS design. Our evaluation used two medium-sized MAS applications and was centred on fundamental modularity attributes.
机译:多代理系统(MAS)中的许多问题都对系统体系结构的分解产生了广泛的影响,这又反过来阻碍了模块化MAS体系结构的设计。 MAS体系结构中横切关注点的典型示例包括学习,移动性,协调性和自治性。如今,有一些架构建议设想了一种新兴的面向方面的架构模式,作为解决MAS设计的传统架构模式的模块化缺点的潜在解决方案。然而,在存在横切MAS问题的情况下,人们几乎没有做出任何努力来有效评估这些新兴和传统体系结构解决方案何时以及何时促进了卓越的模块化。本文提出了面向方面和传统的MAS体系结构之间的定量比较。我们的分析评估了在MAS设计中存在架构横切关注点的情况下,所比较的架构如何支持增强的模块化。我们的评估使用了两个中型MAS应用程序,并以基本的模块化属性为中心。

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