Green Offloading and Model Size Adaptation for Federated Learning in IoT and Next-Generation Networks
Federated learning (FL) trains models across geographically dispersed clients whose electricity carries very different carbon intensities. We present FedGreenCS, a carbon-aware approach to FL for IoT and next-generation networks. Clients are first grouped by data distribution similarity, using pairwise cosine similarit...
Yunkai Bao, Ali Abbasi, Khoa Nguyen et al.
· Future Internet · 0 citations