SLIDE enables simultaneous layer-by-layer model downloading and inference to maximize task throughput in multi-user wireless systems through joint optimization of provisioning, spectrum, and computing resources.
Improving device-edge cooperative inference of deep learning via 2-step pruning
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SLIDE: Simultaneous Model Downloading and Inference at the Wireless Network Edge
SLIDE enables simultaneous layer-by-layer model downloading and inference to maximize task throughput in multi-user wireless systems through joint optimization of provisioning, spectrum, and computing resources.