DAT: Data Architecture Modeling Tool for Data-Driven Applications

Moamin Abughazala, H. Muccini, Mohammad Sharaf
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引用次数: 3

Abstract

Data is the key to success for any Data-Driven Organization, and managing it is considered the most challenging task. Data Architecture (DA) focuses on describing, collecting, storing, processing, and analyzing the data to meet business needs. In this tool demo paper, we present the DAT, a model-driven engineering tool enabling data architects, data engineers, and other stakeholders to describe how data flows through the system and provides a blueprint for managing data that saves time and effort dedicated to Data Architectures for IoT applications. We evaluated this work by modeling five case studies, receiving expressiveness and ease of use feedback from two companies, more than six researchers, and eighteen undergraduate students from the software architecture course
数据驱动应用程序的数据体系结构建模工具
数据是任何数据驱动型组织成功的关键,管理数据被认为是最具挑战性的任务。数据架构(Data Architecture, DA)侧重于描述、收集、存储、处理和分析数据,以满足业务需求。在这篇工具演示论文中,我们介绍了DAT,这是一种模型驱动的工程工具,使数据架构师、数据工程师和其他利益相关者能够描述数据如何流经系统,并提供了管理数据的蓝图,从而节省了用于物联网应用的数据架构的时间和精力。我们通过建模5个案例研究来评估这项工作,从两家公司、6名以上的研究人员和18名来自软件架构课程的本科生那里获得了表达性和易用性的反馈
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