Fig. 5: Effectiveness of the collaborative model training method.
From: Introducing edge intelligence to smart meters via federated split learning
We compare the model performance in terms of accuracy, training time, and communication per round when the parallelism and knowledge distillation mechanisms are removed. The mean accuracy with 95% confidence intervals is presented with five independent experiments. Source data are provided as a Source Data file.
