KubeEdge BP Landing Applications

KubeEdge BP Landing Applications

@Yin Ding @Hao Xu

KubeEdge Blueprint provides a Machine Learning Inference Offload application. The architecture is illustrated in the following picture. 

This application provides a service that offload inference on the Edge. It consists three layers cloud, edge and device collaboration.

  • Cloud - training application, focusing on Emotion recognition model training.

  • Edge - inference application, provideing a ML offloading service for inference.

  • Device - capture and preprocess the image and use edge ML offloading service to provide an emotion recognition service.

 

 

One of KubeEdge applications is the Highway ETC System:

KubeEdge landing application deployment guide

 

The following picture shows detailed workflow of the KubeEdge landing application: