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Junrong Ma

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#edge computing Open access Aug 2026

DAPart: An Online DRL-based Adaptive Partition Framework for DNN Inference Acceleration and Energy Conservation in Edge Computing

An online Deep Reinforcement Learning (DRL) based adaptive partition method to dynamically determine optimal partitioning decision so as to jointly accelerate DNN inference and mitigate energy consumption is developed.

Shubin Zhang, Junrong Ma, Kaikai Chi et al. · 0 citations