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柔性:物联网数据消费者的灵活软件工厂
Rafael López-Gómez1, Laura Panizo1, María-Del-Mar Gallardo1
1ITIS Software, Andalucía Tech, Universidad de Málaga, 29071 Malaga, Spain.
Sensors (Basel, Switzerland)
|April 27, 2024
概括
Flextory是一个软件工厂工具,自动生成可配置的物联网 (IoT) 消费者应用程序. 该工具通过允许开发人员专注于数据处理算法而不是定制消费者代码来简化物联网开发.
科学领域:
- 计算机科学 计算机科学
- 软件工程 软件工程 软件工程
- 物联网的物联网,就是物联网.
背景情况:
- 物联网 (IoT) 产生了大量的异质数据,需要强大的软件架构来进行数据生成,处理和分析.
- 物联网应用程序通常使用消息经纪人来管理端点之间的数据流量.
- 当前的数据处理应用程序 (消费者) 往往需要因特定情况的配置而需要临时开发.
研究的目的:
- 介绍Flextory,一个软件工厂工具,旨在自动化构建可配置的物联网消费应用程序.
- 为了简化物联网开发人员的开发过程,通过抽象消除构建定制消费者应用程序的复杂性.
- 为了使可适应性消费者应用程序 (FLEX-consumers) 的创建,这些应用程序可以很容易地为各种物联网用例进行配置.
主要方法:
- 柔性功能作为一个软件工厂,引导开发人员通过Java消费者应用程序的自动生成.
- 开发人员在生成过程中选择所需的功能,例如通信协议.
- 生成的FLEX-消费者可以连接到像RabbitMQ这样的消息服务器进行消息处理.
主要成果:
- Flextory促进了可配置的消费者应用程序的自动构建,称为FLEX-consumers.
- 开发人员可以专注于数据处理算法,因为Flextory处理了底层的消费者应用程序结构.
- 由此产生的FLEX消费者提供可配置的行为和与消息服务器的无集成.
结论:
- 通过自动化其创建,Flextory显著简化了物联网消费者应用程序的开发.
- 该工具促进在物联网领域使用可配置和可适应的软件解决方案.
- Flextory使开发人员能够专注于核心数据处理逻辑,提高物联网项目的效率.
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