Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via
Deep Reinforcement Learning

Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning

31 December 2022

Peng Yang

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Papers citing "Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning"

12 / 12 papers shown

Title
Federated Digital Twin Construction via Distributed Sensing: A Game-Theoretic Online Optimization with Overlapping Coalitions Ruoyang Chen Changyan Yi F. I. S. Kevin Zhou Jiawen Kang Yuan Wu Dusit Niyato FedML 106 0 0 21 Mar 2025
Hardware-Aware DNN Compression for Homogeneous Edge Devices Kunlong Zhang Guiying Li Ning Lu Peng Yang K. Tang 132 0 0 28 Jan 2025
Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking Zhang Liu Dusit Niyato Jiacheng Wang Geng Sun Lianfen Huang Zhibin Gao Xiang Wang 90 0 0 28 Jan 2025
Energy-Efficient Split Learning for Fine-Tuning Large Language Models in Edge Networks Zuguang Li Shaohua Wu Liang Li Songge Zhang 212 1 0 27 Nov 2024
Two-Timescale Synchronization and Migration for Digital Twin Networks: A Multi-Agent Deep Reinforcement Learning Approach Wenshuai Liu Yaru Fu Yongna Guo Fu Lee Wang Wen Sun Yan Zhang 58 8 0 02 Sep 2024
DNN Partitioning, Task Offloading, and Resource Allocation in Dynamic Vehicular Networks: A Lyapunov-Guided Diffusion-Based Reinforcement Learning Approach Zhang Liu Hongyang Du Junzhe Lin Zhibin Gao Lianfen Huang Seyyedali Hosseinalipour Dusit Niyato 63 10 0 11 Jun 2024
Adaptive Device-Edge Collaboration on DNN Inference in AIoT: A Digital Twin-Assisted Approach Shisheng Hu Mushu Li Jie Gao Conghao Zhou X. Shen 77 14 0 27 May 2024
Green Edge AI: A Contemporary Survey Yuyi Mao X. Yu Kaibin Huang Ying-Jun Angela Zhang Jun Zhang 127 22 0 01 Dec 2023
End-to-End Delay Minimization based on Joint Optimization of DNN Partitioning and Resource Allocation for Cooperative Edge Inference Xinrui Ye Yanzan Sun Dingzhu Wen Guangjin Pan Shunqing Zhang 108 3 0 19 Oct 2023
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey Sicong Liu Bin Guo Cheng Fang Ziqi Wang Shiyan Luo Zimu Zhou Zhiwen Yu AI4CE 111 23 0 27 Sep 2023
Towards Carbon-Neutral Edge Computing: Greening Edge AI by Harnessing Spot and Future Carbon Markets Huirong Ma Zhi Zhou Xiaoxi Zhang Xu Chen 74 12 0 22 Apr 2023
Holistic Network Virtualization and Pervasive Network Intelligence for 6G Xuemin Shen Shen Jie Gao Wen Wu Mushu Li Conghao Zhou W. Zhuang 111 239 0 02 Jan 2023