Opt-CoInfer: Optimal collaborative inference across IoT and cloud for fast and accurate CNN inference

For fast and accurate Convolutional Neural Network (CNN) inference of massive Internet of Things (IoT) data, Collaborative Inference (CI) based on partition and compression techniques needs to carefully select the collaboration scheme considering both application scenario and inference requirement....

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Bibliographic Details
Main Authors: Zhanhua Zhang, Hanqiao Yu, Fangzhou Wang
Format: Article
Language:English
Published: Springer 2023-01-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157822004311
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