DORIC:数据密集型实时应用的体系结构

Miguel Kassick Cadaviz, Kleinner Farias, L. Gonçales, Vinícius Bischoff
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引用次数: 1

摘要

本研究提出了Doric,一个用于数据密集型实时应用的软件架构。介绍了数据密集型实时应用程序的维度,以及实现这些维度的技术。一个案例研究涉及便携式脑电图(EEG)基于数据密集型实时应用中发现的现实场景的数据收集。Doric架构使用最新的技术(例如Apache Kafka)来构建实时数据管道和流应用程序。该原型在包含不同数据量的五个场景中进行了评估。获得的结果是令人鼓舞的,并且显示了应用Doric作为结构来促进组织中现代信息系统的开发的潜力,并支持作为新公司体系结构的指导方针。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DORIC: An Architecture for Data-intensive Real-time Applications
This study presents Doric, a software architecture for data-intensive real-time applications. Dimensions of data-intensive real-time applications are introduced, as well as technologies that enable the implementation of such dimensions. A case study involving a portable electroencephalogram (EEG) enabled data collection based on realistic scenarios found in data-intensive real-time applications. The Doric architecture was implemented using recent technologies (e.g., Apache Kafka) for building real-time data pipelines and streaming applications. This prototype was evaluated in five scenarios containing different volumes of data. The obtained results were encouraging and show the potential for applying Doric as a structure to foster the development of modern information systems in organizations and to support serve as a guideline for new corporate architectures.
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