Evaluation of Experiences from Applying the PREDIQT Method in an Industrial Case Study

Aida Omerovic, Bjørnar Solhaug, K. Stølen
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引用次数: 3

Abstract

We have developed a method called PREDIQT for model-based prediction of impacts of architectural design changes on system quality. A recent case study indicated feasibility of the PREDIQT method when applied on a real-life industrial system. This paper reports on the experiences from applying the PREDIQT method in a second and more recent case study -- on an industrial ICT system from another domain and with a number of different system characteristics, compared with the previous case study. The analysis is performed in a fully realistic setting. The system analyzed is a critical and complex expert system used for management and support of numerous working processes. The system is subject to frequent changes of varying type and extent. The objective of the case study has been to perform an additional and more structured evaluation of the PREDIQT method and assess its performance with respect to a set of success criteria. The evaluation argues for feasibility and usefulness of the PREDIQT-based analysis. Moreover, the study has provided useful insights into the weaknesses of the method and suggested directions for future research and improvements.
在工业案例研究中应用PREDIQT方法的经验评价
我们开发了一种称为PREDIQT的方法,用于基于模型的预测架构设计变更对系统质量的影响。最近的一个案例研究表明,PREDIQT方法在实际工业系统中的应用是可行的。本文报告了在第二个也是最近的案例研究中应用PREDIQT方法的经验,该案例研究是来自另一个领域的工业ICT系统,与之前的案例研究相比,具有许多不同的系统特征。分析是在一个完全真实的环境中进行的。所分析的系统是一个关键而复杂的专家系统,用于管理和支持众多工作流程。该系统经常发生不同类型和程度的变化。案例研究的目的是对PREDIQT方法进行额外的和更结构化的评估,并根据一套成功标准评估其表现。评价论证了基于prediqt分析的可行性和有效性。此外,本研究对该方法的不足之处提供了有益的见解,并为未来的研究和改进提出了方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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