Optimizing DNN training with pipeline model parallelism for enhanced performance in embedded systems

Author:

Maruf Md AlORCID,Azim Akramul,Auluck NitinORCID,Sahi Mansi

Publisher

Elsevier BV

Reference48 articles.

1. {TensorFlow}: a system for {Large-Scale } machine learning;Abadi,2016

2. Accelerating convolutional neural network with fft on embedded hardware;Abtahi;IEEE Trans. Very Large Scale Integr. (VLSI) Syst.,2018

3. Analysis of a pipelined architecture for sparse dnns on embedded systems;Alcolea Moreno;IEEE Trans. Very Large Scale Integr. (VLSI) Syst.,2020

4. A review of privacy-preserving federated learning for the Internet-of-things;Briggs,2021

5. A survey on edge and edge-cloud computing assisted cyber-physical systems;Cao;IEEE Trans. Ind. Inform.,2021

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