Multi-Objective Optimization for Bandwidth-Limited Federated Learning in Wireless Edge Systems
This paper studies a bandwidth-limited federated learning (FL) system where the access point is a central server for aggregation and the energy-constrained user equipments (UEs) with limited computation capabilities (e.g., Internet of Things devices) perform local training. Limited by the bandwidth...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Open Journal of the Communications Society |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10098867/ |