迈向基于sdn的雾计算:MQTT代理虚拟化,实现高效可靠的交付

Yiming Xu, Mahendran Veeramani, S. Radhakrishnan
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引用次数: 68

摘要

物联网(iot)中数据分析的性能取决于底层网络提供的有效传输服务。雾计算可以在边缘交换机上实现独立的数据平面计算功能,作为执行物联网源所需的某些关键分析的平台。为此,本文实现了一个基于软件定义网络(SDN)的雾计算节点工作原型。消息队列遥测传输(MQTT)被选为候选物联网协议,它将从物联网设备(a:k:a: MQTT发布者)生成的数据传输到远程主机(称为MQTT代理)。我们实现了集成在边缘交换机上的MQTT代理功能,它作为在交换机上执行简单的基于消息的分析的平台,并且还以可靠的方式将消息传递给终端主机以进行交付后分析。我们从数学上验证了所提出的交换机嵌入式代理所提供的改进的交付性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards SDN-based fog computing: MQTT broker virtualization for effective and reliable delivery
Performance of data analytics in Internet of Things (IoTs) depends on effective transport services offered by the underlying network. Fog computing enables independent data-plane computational features at the edge-switches, which serves as a platform for performing certain critical analytics required at the IoT source. To this end, in this paper, we implement a working prototype of Fog computing node based on Software-Defined Networking (SDN). Message Queuing Telemetry Transport (MQTT) is chosen as the candidate IoT protocol that transports data generated from IoT devices (a:k:a: MQTT publishers) to a remote host (called MQTT broker). We implement the MQTT broker functionalities integrated at the edge-switches, that serves as a platform to perform simple message-based analytics at the switches, and also deliver messages in a reliable manner to the end-host for post-delivery analytics. We mathematically validate the improved delivery performance as offered by the proposed switch-embedded brokers.
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