DRL-Based Adaptive Sharding for Blockchain-Based Federated Learning-Reference-Cited by-同舟云学术

DRL-Based Adaptive Sharding for Blockchain-Based Federated Learning

Published:2023-10 Issue:10 Volume:71 Page:5992-6004
ISSN:0090-6778
Container-title:IEEE Transactions on Communications
language:
Short-container-title:IEEE Trans. Commun.

Author:

Lin Yijing¹^ORCID,Gao Zhipeng¹^ORCID,Du Hongyang²^ORCID,Kang Jiawen³^ORCID,Niyato Dusit²^ORCID,Wang Qian⁴^ORCID,Ruan Jingqing⁵^ORCID,Wan Shaohua⁶^ORCID

Affiliation:

1. State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China

2. School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore

3. School of Automation, Guangdong University of Technology, Guangzhou, China

4. College of Computer Science, Beijing University of Technology, Beijing, China

5. Institute of Automation, Chinese Academy of Sciences, Beijing, China

6. Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/26/10286985/10159403.pdf?arnumber=10159403

Reference49 articles.

1. Cross-Cluster Federated Learning and Blockchain for Internet of Medical Things

2. PIRATE: A Blockchain-Based Secure Framework of Distributed Machine Learning in 5G Networks

3. Performance analysis and comparison of PoW, PoS and DAG based blockchains

4. In search of an understandable consensus algorithm;ongaro;Proc USENIX Annu Tech Conf (USENIX ATC),2014

5. Swarm Learning for decentralized and confidential clinical machine learning

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