Joint Task Offloading, DNN Pruning, and Computing Resource Allocation for Fault Detection with Dynamic Constraints in Industrial IoT
IEEE Transactions on Cognitive Communications and Networking（2025）
关键词
Industrial IoT,fault detection,task offloading,DNN model pruning,resource allocation,dynamic QoS,Markov reward process,deep reinforcement learning,soft actor-critic,resource utilization,time-varying delay and accuracy,task dropping
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