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[Case Study] Edge Processing IoT Platform System

Process and analyze data on edge devices to reduce communication load and improve response speed!

We would like to introduce a case study of the development of our "Edge Processing IoT Platform System." During the development, we faced challenges such as addressing the constraints of edge devices (processing power and memory) and model lightweighting. In response, we implemented model compression techniques, checkpoint-based update design, and a local/cloud cooperative data structure. 【Technical Challenges】 ■ Addressing the constraints of edge devices (processing power and memory) and model lightweighting ■ Ensuring the reliability of model updates in remote locations ■ Data synchronization and consistency maintenance in intermittent communication environments *For more details, please download the PDF or feel free to contact us.