AirFL-Mem: Improving Communication-Learning Trade-Off by Long-Term Memory

Haifeng Wen, Hong Xing, Osvaldo Simeone

Addressing the communication bottleneck inherent in federated learning (FL), over-the-air FL (AirFL) has emerged as a promising solution, which is, however, hampered by deep fading…