HiDP hierarchically partitions DNN inference at both the cluster and the core level and reports large latency, energy, and throughput gains over re-implemented baselines on Jetson and Raspberry Pi edge clusters.
Omniboost: Boosting throughput of heterogeneous embedded devices under multi-dnn workload,
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HiDP: Hierarchical DNN Partitioning for Distributed Inference on Heterogeneous Edge Platforms
HiDP hierarchically partitions DNN inference at both the cluster and the core level and reports large latency, energy, and throughput gains over re-implemented baselines on Jetson and Raspberry Pi edge clusters.