Before revision:  However,  the limited storage and computing resources of mobile devices cannot meet the real-time requirements of deep neural network computing.
After revision:  However, pandemics like covid-19 require deep learning capabilities at mobile devices (detect respiratory rate using mobile robotics or conduct CT scan using a mobile scanner), which are severely constrained by the limited storage and computing resources of mobile devices cannot meet the real-time requirements of deep neural network computing.