Knowledge Commons of Institute of Automation,CAS
An IoT Edge Computing System Architecture and its Application | |
Shichao Chen1,2![]() ![]() ![]() | |
2020 | |
会议名称 | The 2020 IEEE International Conference on Networking, Sensing and Control |
会议日期 | Oct. 30 – Nov.2, 2020. |
会议地点 | Nanjing, China |
摘要 | As the number of devices connected to the Internet of things (IoT) surges , the amount of data explodes. Therefore it not only increases the bandwidth load of data transmission but also aggravates the computing and storage load of a cloud platform. At the same time, the traditional computing paradigm centered on cloud computing cannot meet the real-time requirements in many application scenarios. The emergence of edge computing can solve the problems of real-time data processing and network bandwidth occupation in the current IoT scene. In this paper, according to the characteristics of IoT, such as fragmented data, heterogeneous network, and limited energy consumption, the architecture of an IoT edge computing system is constructed to suit better an IoT scene. In addition, the application of edge computing key technologies such as virtualization, edge intelligence, computing offload, collaborative scheduling and micro-services in resource-constrained IoT scenarios is analyzed in detail. Finally, the functions and application of energy consumption monitoring and optimization to a central air-conditioning system are analyzed and summarized, which is a typical application of edge computing in the context of the IoT. |
关键词 | IoT Edge computing Energy monitoring and optimization Introduction |
收录类别 | EI |
语种 | 英语 |
七大方向——子方向分类 | 智能计算系统 |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/47507 |
专题 | 多模态人工智能系统全国重点实验室_平行智能技术与系统团队 复杂系统管理与控制国家重点实验室 |
通讯作者 | Ying Tang |
作者单位 | 1.Institute of Automation, Chinese Academy of Sciences 2.Macau University of Science and Technology 3.Beijing University of Technology 4.Beijing Aerospace Smart Manufacturing Technology Development Co.,Ltd 5.Cloud Computing Center, Chinese Academy of Sciences 6.Qingdao Academy of Intelligent Industries |
第一作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Shichao Chen,Qijie Li,Hua Zhang,et al. An IoT Edge Computing System Architecture and its Application[C],2020. |
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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
An_IoT_Edge_Computin(4370KB) | 会议论文 | 开放获取 | CC BY-NC-SA | 浏览 下载 |
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