Resource management is crucial to serving deep learning models to a wide range of users.
When deep learning is applied to mobile devices, drones or robots, there is a limit to available resources.
To maximise the user experiences, we need technology and efforts to properly distribute the resources between cloud server and user devices.
Of course, the research to achieve the world best deep learning performance is very important, but it also requires the high level of engineering to get these amazing AI technologies widely applied in real life. We do the work of presenting technology to users.