Comparative Analysis of Federated and Centralized Learning Systems in Predicting Cellular Downlink Throughput Using CNN
Data traffic in cellular networks has surged due to the growing number of users and high-bandwidth applications. The quality of service (QoS) for users will degrade if the network resources cannot handle the increasing traffic volume. A user’s application requires a minimum throughput to...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10838521/ |
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