Hierarchical Online-Scheduling for Energy-Efficient Split Inference with Progressive Transmission

Zengzipeng Tang, Yuxuan Sun, Wei Chen +3

Device-edge collaborative inference with Deep Neural Networks (DNNs) faces fundamental trade-offs among accuracy, latency and energy consumption. Current scheduling exhibits two dr…