Effective 3C Resource Utilization and Fair Allocation Strategy for Multi-Task Federated Learning
Nowadays, one of the main challenges in expanding AI applications is the effective use of Computation, Communication, and Caching (3C) resources. The complexity of the cloud environment and the diversity of resource usage make it challenging to complete federated learning tasks in a cost-effective,...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
IEEE
2023-01-01
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| Series: | IEEE Transactions on Machine Learning in Communications and Networking |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10147854/ |
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