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Optimal Model Placement and Online Model Splitting for Device-Edge
  Co-Inference

Optimal Model Placement and Online Model Splitting for Device-Edge Co-Inference

28 May 2021
Jiahe Yan
Suzhi Bi
Y. Zhang
ArXivPDFHTML

Papers citing "Optimal Model Placement and Online Model Splitting for Device-Edge Co-Inference"

5 / 5 papers shown
Title
The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks
The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks
Zhonghao Lyu
Ming Xiao
Jie Xu
Mikael Skoglund
Marco Di Renzo
33
0
0
14 May 2025
Transferable Deployment of Semantic Edge Inference Systems via Unsupervised Domain Adaption
Transferable Deployment of Semantic Edge Inference Systems via Unsupervised Domain Adaption
Weiqiang Jiao
Suzhi Bi
Xianrui Li
Cheng Guo
Hao Chen
Zhi Quan
46
0
0
16 Apr 2025
Privacy-Aware Joint DNN Model Deployment and Partition Optimization for Delay-Efficient Collaborative Edge Inference
Privacy-Aware Joint DNN Model Deployment and Partition Optimization for Delay-Efficient Collaborative Edge Inference
Zhipeng Cheng
Xiaoyu Xia
Hong Wang
Minghui Liwang
Ning Chen
Xuwei Fan
Xianbin Wang
59
0
0
22 Feb 2025
Efficient Multiuser AI Downloading via Reusable Knowledge Broadcasting
Efficient Multiuser AI Downloading via Reusable Knowledge Broadcasting
Hai Wu
Qunsong Zeng
Kaibin Huang
24
7
0
28 Jul 2023
Combined Federated and Split Learning in Edge Computing for Ubiquitous
  Intelligence in Internet of Things: State of the Art and Future Directions
Combined Federated and Split Learning in Edge Computing for Ubiquitous Intelligence in Internet of Things: State of the Art and Future Directions
Qiang Duan
Shijing Hu
Ruijun Deng
Zhihui Lu
FedML
36
61
0
20 Jul 2022
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