Distributed Encoding and Updating for SAZD Coded Distributed Training

Author:

Dai Mingjun1ORCID,Yuan Jialong1ORCID,Huang Qingwen1ORCID,Lin Xiaohui1ORCID,Wang Hui2ORCID

Affiliation:

1. Guangdong Provincial Engineering Center for Ubiquitous Computing and Intelligent Networking, College of Electronic and Information Engineering, Shenzhen University, Shenzhen, Guangdong, China

2. Shenzhen Institute of Information Technology, Shenzhen, Guangdong, China

Funder

National Natural Science Foundation of China

Natural Science Foundation of Guangdong Province

Basic Research foundation of Shenzhen City

Natural Science Foundation of Shenzhen University

Xinjiang Uygur Autonomous Region Natural Science Foundation General Project

Kashi Regional Science and Technology Plan Project

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Hardware and Architecture,Signal Processing

Reference48 articles.

1. Large scale distributed deep networks;dean;Proc Adv Neural Inf Process Syst,0

2. C3LES: Codes for Coded Computation that Leverage Stragglers

3. DeepSpeed

4. Speeding Up Distributed Machine Learning Using Codes

5. Collaborative execution of deep neural networks on Internet of Things devices;hadidi,2019

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