Review of Inference Time Prediction Approaches of DNN: Emphasis on Service robots with cloud-edge-device architecture-Reference-Cited by-同舟云学术

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Review of Inference Time Prediction Approaches of DNN: Emphasis on Service robots with cloud-edge-device architecture

Published:2023-12-04 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE International Conference on Robotics and Biomimetics (ROBIO)
language:
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Author:

Xiang Tian¹,Meng Qiwei¹,Zhang Ji¹,Zhang Beibei²,Song Wei¹,Xie Anhuan¹,Gu Jason³

Affiliation:

1. Research Institute of Interdisciplinary Innovation, Zhejiang Laboratory,Research Center for Intelligent Robotics,Hangzhou,China,311100

2. Research Institute of Intelligent Computing, Zhejiang Laboratory,Research Center for Intelligent Computing Software,Hangzhou,China,311100

3. Dalhousie University,Electrical and Computer Engineering,Halifax,Canada

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10354348/10354529/10354654.pdf?arnumber=10354654

Reference36 articles.

1. Dynamic DNN Decomposition for Lossless Synergistic Inference

2. Neurosurgeon

3. Dynamic Adaptive DNN Surgery for Inference Acceleration on the Edge

4. Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing

5. Cloud-edge-device collaboration mechanisms of deep learning models for smart robots in mass personalization

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