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Updated: May 20, 2025

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Data Communication Based on MQTT in a Polymer Extrusion Process
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云端的MQTT消息传输用于缓解延迟和减少中间商内存足迹
Yi-Hsuan Tseng1, Chao Wang1, Yu-Tse Wei1
1Department of Computer Science and Information Engineering, National Taiwan Normal University, Taipei City, Taiwan.
PeerJ. Computer science
|March 26, 2025
概括
这项研究通过引入新的调度和内存方案来增强智能城市的MQTT消息传输. 优化的设计减少了延迟和经纪人内存使用,改善了物联网数据交付.
科学领域:
- 计算机科学 计算机科学
- 网络化 网络化 网络化
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
背景情况:
- 智能城市应用程序增加了连接物联网 (IoT) 设备的数量.
- 使用MQTT的基于经纪人的通信在物联网数据交付中很常见.
- 默认的MQTT缺乏大小差异化,导致延迟和内存问题.
研究的目的:
- 为解决云端物联网的MQTT经纪人中大小依赖的延迟和内存过载的问题.
- 提出和评估新的消息调度和内存分配方案.
- 在智慧城市环境中提高MQTT的性能和效率.
主要方法:
- 对物联网云端消息传递问题的分析.
- 设计和实施三个订户调度策略和一个经纪人内存分配方案.
- 使用Eclipse Mosquitto进行验证,并进行经验和分析性能评估.
主要成果:
- 在延迟缓解方面展示了性能改进.
- 经验表明,运行时代经纪人内存足迹减少了高达 75%.
- 验证了拟议的云端消息设计的有效性.
结论:
- 拟议的设计有效地减轻了延迟,并减少了MQTT经纪人的内存消耗.
- 优化的MQTT方法适合要求高的智能城市物联网应用.
- 该设计对其他消息服务的适用性需要进一步调查.
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