Adaptive Inference Telemetry: A Cascaded Edge-to-Cloud Dynamic Routing Architecture for Constrained Industrial IoT Telemetry
Modern Industrial Internet of Things (IIoT) edge deployments face a fundamental operational trade-off: localized execution on micro-edge architectures is restricted by hardware compute and memory bounds, whereas continuous cloud telemetry offloading incurs prohibitive API token expenditures, network transmission latenc...