Design of a Quantization-Based DNN Delta Compression Framework for Model Snapshots and Federated Learning

Author:

Jin Haoyu1,Wu Donglei1ORCID,Zhang Shuyu1,Zou Xiangyu1ORCID,Jin Sian2,Tao Dingwen2ORCID,Liao Qing1ORCID,Xia Wen1ORCID

Affiliation:

1. Harbin Institute of Technology, Shenzhen, Guangdong, China

2. Indiana University Bloomington, Pullman, WA, USA

Funder

National Key-Research and Development Program of China

National Natural Science Foundation of China

Shenzhen Science and Technology Innovation Program

Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies

National Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Hardware and Architecture,Signal Processing

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