Flagger: Cooperative Acceleration for Large-Scale Cross-Silo Federated Learning Aggregation

Author:

Pan Xiurui1,An Yuda1,Liang Shengwen2,Mao Bo3,Zhang Mingzhe4,Li Qiao3,Jung Myoungsoo5,Zhang Jie1

Affiliation:

1. Peking University,Computer Hardware and System Evolution Laboratory

2. Institute of Computing Technology,Chinese Academy of Sciences

3. Xiamen University

4. Institute of Information Engineering,Chinese Academy of Sciences

5. KAIST and Panmnesia

Funder

Research and Development

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Chinese Academy of Sciences

Samsung

Publisher

IEEE

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3. Cybersecurity law of the people’s republic of china,2017

4. California consumer privacy act (ccpa),2018

5. Greedy-ftl,2019

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