Device scheduling and bandwidth allocation for federated learning over wireless networks

Device scheduling and bandwidth allocation for federated learning over wireless networks

Federated Learning (FL) has been widely used to train shared machine learning models while addressing the privacy concerns. When deployed in wireless networks, bandwidth resources limitation is a key issue, thereby necessitating device scheduling and bandwidth allocation. It is challenging to carry...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Zhang, Tinghao, Lam, Kwok-Yan, Zhao, Jun
مؤلفون آخرون: College of Computing and Data Science
التنسيق: Conference Paper
اللغة:English
منشور في: 2024
الموضوعات:
Computer and Information Science
Training
Energy consumption
الوصول للمادة أونلاين:https://hdl.handle.net/10356/176958

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