High-Precision Deterministic Networks-based Federated Learning Scheme in Metro Optical Network
- Resource Type
- Conference
- Authors
- Li, Chao; Yang, Hui; Liu, Wei; Bao, Bowen; Yao, Qiuyan; Zhang, Jie
- Source
- 2023 International Wireless Communications and Mobile Computing (IWCMC) Wireless Communications and Mobile Computing (IWCMC), 2023 International. :424-426 Jun, 2023
- Subject
- Communication, Networking and Broadcast Technologies
Computing and Processing
Training
Wireless communication
Federated learning
Simulation
Computational modeling
Optical fiber networks
Delays
deterministic network technology
federated learning
edge computing
- Language
- ISSN
- 2376-6506
This paper proposes a high-precision deterministic provisioning with federated learning training scheme to provide deterministic delay guarantees for federated learning tasks, and improves the training accuracy of machine learning and reduces computing pressure of edge nodes.