AQUILA: Communication Efficient Federated Learning with Adaptive Quantization in Device Selection Strategy

Zihao Zhao, Yuzhu Mao, Zhenpeng Shi +4

The widespread adoption of Federated Learning (FL), a privacy-preserving distributed learning methodology, has been impeded by the challenge of high communication overheads, typica…