There are two ways to connect sensors and machines in an IoT platform. Sensors and devices can be directly connected to the cloud or indirectly through local gateways (edge devices).
Both devices and gateways can implement edge intelligence capabilities. This allows raw remote data to be aggregated and reduced before being sent to the backend. It also enables local decision-making at the edge.
With the recent rapid growth of the big data industry, the issue of protecting sensitive information has emerged. Fully(high-performance) homomorphic encryption compiler prevents leakage of personal information without loss of original data, unlike de-identification processing such as classical aggreagtion processing and categorization. At the same time, application software, including vertical and machine learning models, is automatically generated by minimizing data combining and extracting useful sources.
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