arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2103.11396cs.NI
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构建IoT边缘-云计算系统架构:从本科实验室课程中获得的经验教训

Engineering an IoT-Edge-Cloud Computing System Architecture: Lessons Learnt from An Undergraduate Lab Course

Jasenka Dizdarevic, Admela Jukan

摘要:

随着物联网、边缘和云计算解决方案的快速发展,在物联网边缘云(IoT-E-C)系统架构实施的各个方面对计算机科学和工程专业的学生进行教育和训练至关重要。我们概述了本科实验室课程的设计和开发,该课程的目标是实现各种接口和通信协议,以连接物联网,边缘和云计算系统并评估其性能。实验室设置是模块化的,基于开源工具。在物联网环境中,它由具有各种传感器和执行器的低成本处理平台组成。在边缘和云计算环境中,我们分别实施和部署单板的计算机和Firebase云解决方案。模块化的实验室设置允许学生设计和集成各种通信协议解决方案,包括MQTT,COAP和HTTP。除了系统的实现,学生可以评估和基准测试整个系统的性能。

英文摘要:

With the rapid advances in IoT, edge and cloud computing solutions, it is critical to educate and train students in computer science and engineering in various aspects of IoT-edge-cloud (IoT-E-C) system architecture implementations. We outline the design and development of an undergraduate laboratory course that sets the goal of implementing various interfaces and communication protocols to connect IoT, edge and cloud computing systems and evaluating their performance. The lab setup is modular and based on open source tools. In the IoT context, it consists of low-cost processing platforms with various sensors and actuators. In the edge and cloud computing context, we implement and deploy single board computers and Firebase cloud solutions, respectively. The modular lab setup allows students to engineer and integrate various communication protocol solutions, including MQTT, COAP and HTTP. In addition to the system implementation, students can evaluate and benchmark the performance of the entire system.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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