Before revision:  On the other hand, the system may crash when the workload exceeds system design. Supporting such deep learning service with dynamic workload cost-efficiently remains to be a challenging problem.
After revision:  On the other hand, the system may crash when the workload exceeds system capacity. How to support deep learning services with dynamic workload cost-efficiently remains to be a challenging problem.