Cloud-on-Demand: Automating Safety-Aware Cloud DNN Invocation for Edge-Cloud Hybrid CPS
Hybrid edge-cloud perception DNNs combine fast on-board inference with more accurate but delayed cloud assistance for learning-enabled CPS. The key challenge is deciding when cloud inference should be invoked: always-on cloud usage improves information quality but increases latency, bandwidth, and monetary cost, while...