Joint Quality Evaluation, Model Splitting and Resource Provisioning for Split Edge Learning
Author:
Affiliation:
1. Southeast University,School of Computer Science and Engineering,Nanjing,China
2. Huazhong University of Science and Technology,School of Computer Science and Technology,Wuhan,China
Funder
National Natural Science Foundation of China
Key Laboratory of Computer Network and Information Integration
Fundamental Research Funds for the Central Universities
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10287388/10287413/10287470.pdf?arnumber=10287470
Reference20 articles.
1. End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
2. Communication-efficient learning of deep networks from decentralized data;mcmahan;AISTATS,2017
3. Federated Learning over Wireless Networks: Optimization Model Design and Analysis
4. Energy-efficient Federated Learning via Stabilization-aware On-device Update Scaling
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