| Title: |
Design of Data Synchronization Scheme based on the AI2CS Cloud Platform |
| Authors: |
Yu-Ching Lin |
| Source: |
International Journal of Latest Research in Engineering and Management, pp 01 - 05, Vol 07 - No. 05, 2023 |
| Abstract: |
With the rapid development of artificial intelligence (AI) and Internet of Things (IoT) technologies, AIoT (Artificial Intelligence of Things) has developed into an important application technology in the fields of industry, people's livelihood, and medical treatment in recent years. This study uses the AI2CS (AI and IoT Cloud Service) Platform of the National Center for High-Performance Computing as the AIoT application services such as data management, intelligent analysis, and data visualization. The AI2CS platform is used to effectively manage equipment and data and improve the efficiency of the system development process. At the same time, the Kafka real-time data streaming protocol is also integrated into the AI2CS platform to handle data transmission of various IoT devices, and a data synchronization transmission method based on the Kafka streaming protocol is proposed to solve the problems of time series data transmission delay and data asynchrony question. Finally, use the data visualization module of the AI2CS platform to establish various AIoT application services.
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| Keywords: |
AIoT, AI2CS, Apache Kafka, Data Synchronization |
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