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Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge
时间 2021-01-06
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联邦学习
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Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge 摘要 我们设想了一个用于机器学习(ML)技术的移动边缘计算(MEC)框架,它利用分布式客户端数据和计算资源来训练高性能ML模型,同时保留客户端隐私。为了实现这一未来目标,本文旨在扩展联邦学习(FL)这个分散学习框架,使模型的隐私保护
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