Automated Exploration and Implementation of Distributed CNN Inference at the Edge

Author:

Guo Xiaotian1ORCID,Pimentel Andy D.1ORCID,Stefanov Todor2ORCID

Affiliation:

1. Informatics Institute, University of Amsterdam, Amsterdam, The Netherlands

2. Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Networks and Communications,Computer Science Applications,Hardware and Architecture,Information Systems,Signal Processing

Reference47 articles.

1. Scenario Based Run-Time Switching for Adaptive CNN-Based Applications at the Edge

2. Hierarchical design space exploration for distributed CNN inference at the edge;guo;Proc Int Workshop IoT Edge Mobile Embedded Mach Learn (ITEM),2022

3. DeepMaker: A multi-objective optimization framework for deep neural networks in embedded systems

4. CoAtNet: Marrying convolution and attention for all data sizes;dai;arXiv 2106 04803,2021

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