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Failure-Resilient Distributed Inference with Model Compression over Heterogeneous Edge Devices

2024 · arXiv (Cornell University)

The distributed inference paradigm enables the computation workload to be distributed across multiple devices, facilitating the implementations of deep learning based intelligent services on extremely resource-constrained Internet of Things (IoT) scenarios. Yet it raises great …