├── CITATION.cff ├── Code & Results ├── Figures │ ├── 1_Preliminary_results │ │ ├── architecture │ │ │ ├── architecture_comparison.fig │ │ │ └── architecture_comparison.png │ │ ├── batch_size │ │ │ ├── batch_size_test.fig │ │ │ ├── batch_size_test.png │ │ │ ├── batch_size_train.fig │ │ │ └── batch_size_train.png │ │ ├── epochs │ │ │ ├── epochs.fig │ │ │ └── epochs.png │ │ ├── eval_data │ │ │ ├── eval_data.fig │ │ │ └── eval_data.png │ │ ├── learning_rate │ │ │ ├── learning_rate_test.fig │ │ │ ├── learning_rate_test.png │ │ │ ├── learning_rate_train.fig │ │ │ └── learning_rate_train.png │ │ ├── optimizer │ │ │ ├── optimizer_test.fig │ │ │ ├── optimizer_test.png │ │ │ ├── optimizer_train.fig │ │ │ └── optimizer_train.png │ │ ├── randomization │ │ │ ├── randomization_users.fig │ │ │ └── randomization_users.png │ │ └── shuffling │ │ │ ├── shuffling_test.fig │ │ │ ├── shuffling_test.png │ │ │ ├── shuffling_train.fig │ │ │ └── shuffling_train.png │ ├── 2_Blockchain_delays │ │ ├── 0_Tbc.fig │ │ ├── 0_Tbc.png │ │ ├── 0_block_size_delay.fig │ │ ├── 0_block_size_delay.png │ │ ├── 1_mean_occupancy_delay.fig │ │ ├── 1_mean_occupancy_delay.png │ │ ├── 1_mean_occupancy_delay_2.fig │ │ ├── 1_mean_occupancy_delay_2.png │ │ ├── 2_transaction_confirmation_delay.fig │ │ ├── 2_transaction_confirmation_delay.png │ │ ├── 2_transaction_confirmation_delay_2.fig │ │ ├── 2_transaction_confirmation_delay_2.png │ │ ├── 2_transaction_confirmation_delay_3.fig │ │ └── 2_transaction_confirmation_delay_3.png │ ├── 3_FL_accuracy │ │ ├── 1_evaluation_accuracy.fig │ │ ├── 1_evaluation_accuracy.png │ │ ├── 1_evaluation_accuracy_cnn.fig │ │ ├── 1_evaluation_accuracy_cnn.png │ │ ├── 1_evaluation_accuracy_fnn.fig │ │ ├── 1_evaluation_accuracy_fnn.png │ │ ├── IID │ │ │ ├── eval_accuracy.fig │ │ │ ├── eval_accuracy.png │ │ │ ├── eval_accuracy_time_iid.fig │ │ │ ├── eval_accuracy_time_iid.png │ │ │ ├── eval_loss.fig │ │ │ ├── eval_loss.png │ │ │ ├── mean_eval_accuracy.fig │ │ │ ├── mean_eval_accuracy.png │ │ │ ├── mean_eval_accuracy_iid.png │ │ │ ├── mean_eval_loss.fig │ │ │ ├── mean_eval_loss.png │ │ │ ├── mean_eval_loss_iid.png │ │ │ ├── test_accuracy.fig │ │ │ ├── test_accuracy.png │ │ │ ├── test_loss.fig │ │ │ ├── test_loss.png │ │ │ ├── train_accuracy.fig │ │ │ ├── train_accuracy.png │ │ │ ├── train_loss.fig │ │ │ └── train_loss.png │ │ ├── cdf_delay_per_iteration_models.fig │ │ ├── cdf_delay_per_iteration_models.png │ │ ├── max_accuracy_fl.fig │ │ ├── max_accuracy_fl.png │ │ ├── nonIID │ │ │ ├── num_classes_1 │ │ │ │ ├── eval_accuracy.fig │ │ │ │ ├── eval_accuracy.png │ │ │ │ ├── eval_loss.fig │ │ │ │ ├── eval_loss.png │ │ │ │ ├── mean_eval_accuracy.fig │ │ │ │ ├── mean_eval_accuracy.png │ │ │ │ ├── mean_eval_loss.fig │ │ │ │ ├── mean_eval_loss.png │ │ │ │ ├── test_accuracy.fig │ │ │ │ ├── test_accuracy.png │ │ │ │ ├── test_loss.fig │ │ │ │ ├── test_loss.png │ │ │ │ ├── train_accuracy.fig │ │ │ │ ├── train_accuracy.png │ │ │ │ ├── train_loss.fig │ │ │ │ └── train_loss.png │ │ │ └── num_classes_3 │ │ │ │ ├── eval_accuracy.fig │ │ │ │ ├── eval_accuracy.png │ │ │ │ ├── eval_accuracy_time.fig │ │ │ │ ├── eval_accuracy_time.png │ │ │ │ ├── eval_loss.fig │ │ │ │ ├── eval_loss.png │ │ │ │ ├── mean_eval_accuracy.fig │ │ │ │ ├── mean_eval_accuracy.png │ │ │ │ ├── mean_eval_accuracy_noniid.fig │ │ │ │ ├── mean_eval_accuracy_noniid.png │ │ │ │ ├── mean_eval_loss.fig │ │ │ │ ├── mean_eval_loss.png │ │ │ │ ├── mean_eval_loss_noniid.fig │ │ │ │ ├── mean_eval_loss_noniid.png │ │ │ │ ├── test_accuracy.fig │ │ │ │ ├── test_accuracy.png │ │ │ │ ├── test_loss.fig │ │ │ │ ├── test_loss.png │ │ │ │ ├── train_accuracy.fig │ │ │ │ ├── train_accuracy.png │ │ │ │ ├── train_loss.fig │ │ │ │ └── train_loss.png │ │ ├── plot_delay_per_iteration_models.fig │ │ ├── plot_delay_per_iteration_models.png │ │ ├── temporal_accuracy_emnist_cnn.fig │ │ ├── temporal_accuracy_emnist_cnn.png │ │ ├── temporal_accuracy_emnist_cnn_noniid.fig │ │ ├── temporal_accuracy_emnist_cnn_noniid.png │ │ ├── temporal_accuracy_emnist_fnn.fig │ │ ├── temporal_accuracy_emnist_fnn.png │ │ ├── temporal_accuracy_emnist_fnn_noniid.fig │ │ └── temporal_accuracy_emnist_fnn_noniid.png │ └── 4_Open_directions │ │ ├── 1_fork_probability.fig │ │ ├── 1_fork_probability.png │ │ ├── 2_fl_round_time_more_capacity.fig │ │ └── 2_fl_round_time_more_capacity.png ├── Matlab code │ ├── save_figure.m │ └── simulation_scripts │ │ ├── 1_blockchain_analysis │ │ ├── PART_0_TEST_FORKS.m │ │ ├── PART_1_BC_QUEUE_DELAY.m │ │ └── PART_2_BC_TRANSACTION_DELAY.m │ │ └── 2_flchain │ │ ├── PART_1_ORIGINAL_LOSS_ACCURACY.m │ │ ├── Plot_1_2_CNN.m │ │ ├── Plot_1_2_FNN.m │ │ ├── Plot_2_1_temporal_accuracy_EMNIST_FNN.m │ │ ├── Plot_2_2_temporal_accuracy_EMNIST_CNN.m │ │ ├── Plot_3_delay_models.m │ │ ├── Plot_4_accuracy_500_rounds.m │ │ ├── TESTPlot_2_1_temporal_accuracy_EMNIST_FNN.m │ │ ├── Table_1_accuracy_per_second.m │ │ ├── sync_vs_async │ │ ├── num_classes_10 │ │ │ ├── eval_accuracy_K100_0.1.txt │ │ │ ├── eval_accuracy_K100_0.25.txt │ │ │ ├── eval_accuracy_K100_0.5.txt │ │ │ ├── eval_accuracy_K100_0.75.txt │ │ │ ├── eval_accuracy_K100_1.txt │ │ │ ├── eval_accuracy_K10_0.1.txt │ │ │ ├── eval_accuracy_K10_0.25.txt │ │ │ ├── eval_accuracy_K10_0.5.txt │ │ │ ├── eval_accuracy_K10_0.75.txt │ │ │ ├── eval_accuracy_K10_1.txt │ │ │ ├── eval_accuracy_K200_0.1.txt │ │ │ ├── eval_accuracy_K200_0.25.txt │ │ │ ├── eval_accuracy_K200_0.5.txt │ │ │ ├── eval_accuracy_K200_0.75.txt │ │ │ ├── eval_accuracy_K200_1.txt │ │ │ ├── eval_accuracy_K50_0.1.txt │ │ │ ├── eval_accuracy_K50_0.25.txt │ │ │ ├── eval_accuracy_K50_0.5.txt │ │ │ ├── eval_accuracy_K50_0.75.txt │ │ │ ├── eval_accuracy_K50_1.txt │ │ │ ├── eval_loss_K100_0.1.txt │ │ │ ├── eval_loss_K100_0.25.txt │ │ │ ├── eval_loss_K100_0.5.txt │ │ │ ├── eval_loss_K100_0.75.txt │ │ │ ├── eval_loss_K100_1.txt │ │ │ ├── eval_loss_K10_0.1.txt │ │ │ ├── eval_loss_K10_0.25.txt │ │ │ ├── eval_loss_K10_0.5.txt │ │ │ ├── eval_loss_K10_0.75.txt │ │ │ ├── eval_loss_K10_1.txt │ │ │ ├── eval_loss_K200_0.1.txt │ │ │ ├── eval_loss_K200_0.25.txt │ │ │ ├── eval_loss_K200_0.5.txt │ │ │ ├── eval_loss_K200_0.75.txt │ │ │ ├── eval_loss_K200_1.txt │ │ │ ├── eval_loss_K50_0.1.txt │ │ │ ├── eval_loss_K50_0.25.txt │ │ │ ├── eval_loss_K50_0.5.txt │ │ │ ├── eval_loss_K50_0.75.txt │ │ │ ├── eval_loss_K50_1.txt │ │ │ ├── final_test_loss_K100_0.75.txt │ │ │ ├── iteration_time_K100_0.1.txt │ │ │ ├── iteration_time_K100_0.25.txt │ │ │ ├── iteration_time_K100_0.5.txt │ │ │ ├── iteration_time_K100_0.75.txt │ │ │ ├── iteration_time_K100_1.txt │ │ │ ├── iteration_time_K10_0.1.txt │ │ │ ├── iteration_time_K10_0.25.txt │ │ │ ├── iteration_time_K10_0.5.txt │ │ │ ├── iteration_time_K10_0.75.txt │ │ │ ├── iteration_time_K10_1.txt │ │ │ ├── iteration_time_K200_0.1.txt │ │ │ ├── iteration_time_K200_0.25.txt │ │ │ ├── iteration_time_K200_0.5.txt │ │ │ ├── iteration_time_K200_0.75.txt │ │ │ ├── iteration_time_K200_1.txt │ │ │ ├── iteration_time_K50_0.1.txt │ │ │ ├── iteration_time_K50_0.25.txt │ │ │ ├── iteration_time_K50_0.5.txt │ │ │ ├── iteration_time_K50_0.75.txt │ │ │ ├── iteration_time_K50_1.txt │ │ │ ├── test_accuracy_K100_0.1.txt │ │ │ ├── test_accuracy_K100_0.25.txt │ │ │ ├── test_accuracy_K100_0.5.txt │ │ │ ├── test_accuracy_K100_0.75.txt │ │ │ ├── test_accuracy_K100_1.txt │ │ │ ├── test_accuracy_K10_0.1.txt │ │ │ ├── test_accuracy_K10_0.25.txt │ │ │ ├── test_accuracy_K10_0.5.txt │ │ │ ├── test_accuracy_K10_0.75.txt │ │ │ ├── test_accuracy_K10_1.txt │ │ │ ├── test_accuracy_K200_0.1.txt │ │ │ ├── test_accuracy_K200_0.25.txt │ │ │ ├── test_accuracy_K200_0.5.txt │ │ │ ├── test_accuracy_K200_0.75.txt │ │ │ ├── test_accuracy_K200_1.txt │ │ │ ├── test_accuracy_K50_0.1.txt │ │ │ ├── test_accuracy_K50_0.25.txt │ │ │ ├── test_accuracy_K50_0.5.txt │ │ │ ├── test_accuracy_K50_0.75.txt │ │ │ ├── test_accuracy_K50_1.txt │ │ │ ├── test_loss_K100_0.1.txt │ │ │ ├── test_loss_K100_0.25.txt │ │ │ ├── test_loss_K100_0.5.txt │ │ │ ├── test_loss_K100_0.75.txt │ │ │ ├── test_loss_K100_1.txt │ │ │ ├── test_loss_K10_0.1.txt │ │ │ ├── test_loss_K10_0.25.txt │ │ │ ├── test_loss_K10_0.5.txt │ │ │ ├── test_loss_K10_0.75.txt │ │ │ ├── test_loss_K10_1.txt │ │ │ ├── test_loss_K200_0.1.txt │ │ │ ├── test_loss_K200_0.25.txt │ │ │ ├── test_loss_K200_0.5.txt │ │ │ ├── test_loss_K200_0.75.txt │ │ │ ├── test_loss_K200_1.txt │ │ │ ├── test_loss_K50_0.1.txt │ │ │ ├── test_loss_K50_0.25.txt │ │ │ ├── test_loss_K50_0.5.txt │ │ │ ├── test_loss_K50_0.75.txt │ │ │ ├── test_loss_K50_1.txt │ │ │ ├── train_accuracy_K100_0.1.txt │ │ │ ├── train_accuracy_K100_0.25.txt │ │ │ ├── train_accuracy_K10_0.1.txt │ │ │ ├── train_accuracy_K10_0.25.txt │ │ │ ├── train_accuracy_K10_0.5.txt │ │ │ ├── train_accuracy_K10_0.75.txt │ │ │ ├── train_accuracy_K10_1.txt │ │ │ ├── train_accuracy_K200_0.1.txt │ │ │ ├── train_accuracy_K200_0.25.txt │ │ │ ├── train_accuracy_K200_0.5.txt │ │ │ ├── train_accuracy_K50_0.1.txt │ │ │ ├── train_accuracy_K50_0.25.txt │ │ │ ├── train_accuracy_K50_0.5.txt │ │ │ ├── train_accuracy_K50_0.75.txt │ │ │ ├── train_accuracy_K50_1.txt │ │ │ ├── train_loss_K100_0.1.txt │ │ │ ├── train_loss_K100_0.25.txt │ │ │ ├── train_loss_K100_0.5.txt │ │ │ ├── train_loss_K100_0.75.txt │ │ │ ├── train_loss_K100_1.txt │ │ │ ├── train_loss_K10_0.1.txt │ │ │ ├── train_loss_K10_0.25.txt │ │ │ ├── train_loss_K10_0.5.txt │ │ │ ├── train_loss_K10_0.75.txt │ │ │ ├── train_loss_K10_1.txt │ │ │ ├── train_loss_K200_0.1.txt │ │ │ ├── train_loss_K200_0.25.txt │ │ │ ├── train_loss_K200_0.5.txt │ │ │ ├── train_loss_K200_0.75.txt │ │ │ ├── train_loss_K200_1.txt │ │ │ ├── train_loss_K50_0.1.txt │ │ │ ├── train_loss_K50_0.25.txt │ │ │ ├── train_loss_K50_0.5.txt │ │ │ ├── train_loss_K50_0.75.txt │ │ │ └── train_loss_K50_1.txt │ │ └── num_classes_3 │ │ │ ├── eval_accuracy_K100_0.1.txt │ │ │ ├── eval_accuracy_K100_0.25.txt │ │ │ ├── eval_accuracy_K100_0.5.txt │ │ │ ├── eval_accuracy_K100_0.75.txt │ │ │ ├── eval_accuracy_K100_1.txt │ │ │ ├── eval_accuracy_K10_0.1.txt │ │ │ ├── eval_accuracy_K10_0.25.txt │ │ │ ├── eval_accuracy_K10_0.5.txt │ │ │ ├── eval_accuracy_K10_0.75.txt │ │ │ ├── eval_accuracy_K10_1.txt │ │ │ ├── eval_accuracy_K50_0.1.txt │ │ │ ├── eval_accuracy_K50_0.25.txt │ │ │ ├── eval_accuracy_K50_0.5.txt │ │ │ ├── eval_accuracy_K50_0.75.txt │ │ │ ├── eval_accuracy_K50_1.txt │ │ │ ├── eval_loss_K100_0.1.txt │ │ │ ├── eval_loss_K100_0.25.txt │ │ │ ├── eval_loss_K100_0.5.txt │ │ │ ├── eval_loss_K100_0.75.txt │ │ │ ├── eval_loss_K100_1.txt │ │ │ ├── eval_loss_K10_0.1.txt │ │ │ ├── eval_loss_K10_0.25.txt │ │ │ ├── eval_loss_K10_0.5.txt │ │ │ ├── eval_loss_K10_0.75.txt │ │ │ ├── eval_loss_K10_1.txt │ │ │ ├── eval_loss_K50_0.1.txt │ │ │ ├── eval_loss_K50_0.25.txt │ │ │ ├── eval_loss_K50_0.5.txt │ │ │ ├── eval_loss_K50_0.75.txt │ │ │ ├── eval_loss_K50_1.txt │ │ │ ├── iteration_time_K100_0.1.txt │ │ │ ├── iteration_time_K100_0.25.txt │ │ │ ├── iteration_time_K100_0.5.txt │ │ │ ├── iteration_time_K100_0.75.txt │ │ │ ├── iteration_time_K100_1.txt │ │ │ ├── iteration_time_K10_0.1.txt │ │ │ ├── iteration_time_K10_0.25.txt │ │ │ ├── iteration_time_K10_0.5.txt │ │ │ ├── iteration_time_K10_0.75.txt │ │ │ ├── iteration_time_K10_1.txt │ │ │ ├── iteration_time_K50_0.1.txt │ │ │ ├── iteration_time_K50_0.25.txt │ │ │ ├── iteration_time_K50_0.5.txt │ │ │ ├── iteration_time_K50_0.75.txt │ │ │ ├── iteration_time_K50_1.txt │ │ │ ├── test_accuracy_K100_0.1.txt │ │ │ ├── test_accuracy_K100_0.25.txt │ │ │ ├── test_accuracy_K100_0.5.txt │ │ │ ├── test_accuracy_K100_0.75.txt │ │ │ ├── test_accuracy_K100_1.txt │ │ │ ├── test_accuracy_K10_0.1.txt │ │ │ ├── test_accuracy_K10_0.25.txt │ │ │ ├── test_accuracy_K10_0.5.txt │ │ │ ├── test_accuracy_K10_0.75.txt │ │ │ ├── test_accuracy_K10_1.txt │ │ │ ├── test_accuracy_K50_0.1.txt │ │ │ ├── test_accuracy_K50_0.25.txt │ │ │ ├── test_accuracy_K50_0.5.txt │ │ │ ├── test_accuracy_K50_0.75.txt │ │ │ ├── test_accuracy_K50_1.txt │ │ │ ├── test_loss_K100_0.1.txt │ │ │ ├── test_loss_K100_0.25.txt │ │ │ ├── test_loss_K100_0.5.txt │ │ │ ├── test_loss_K100_0.75.txt │ │ │ ├── test_loss_K100_1.txt │ │ │ ├── test_loss_K10_0.1.txt │ │ │ ├── test_loss_K10_0.25.txt │ │ │ ├── test_loss_K10_0.5.txt │ │ │ ├── test_loss_K10_0.75.txt │ │ │ ├── test_loss_K10_1.txt │ │ │ ├── test_loss_K50_0.1.txt │ │ │ ├── test_loss_K50_0.25.txt │ │ │ ├── test_loss_K50_0.5.txt │ │ │ ├── test_loss_K50_0.75.txt │ │ │ ├── test_loss_K50_1.txt │ │ │ ├── train_loss_K100_0.1.txt │ │ │ ├── train_loss_K100_0.25.txt │ │ │ ├── train_loss_K100_0.5.txt │ │ │ ├── train_loss_K100_0.75.txt │ │ │ ├── train_loss_K100_1.txt │ │ │ ├── train_loss_K10_0.1.txt │ │ │ ├── train_loss_K10_0.25.txt │ │ │ ├── train_loss_K10_0.5.txt │ │ │ ├── train_loss_K10_0.75.txt │ │ │ ├── train_loss_K10_1.txt │ │ │ ├── train_loss_K50_0.1.txt │ │ │ ├── train_loss_K50_0.25.txt │ │ │ ├── train_loss_K50_0.5.txt │ │ │ ├── train_loss_K50_0.75.txt │ │ │ └── train_loss_K50_1.txt │ │ └── sync_vs_async_cifar │ │ └── num_classes_10 │ │ ├── eval_accuracy_K100_0.1.txt │ │ ├── eval_accuracy_K100_0.25.txt │ │ ├── eval_accuracy_K10_0.1.txt │ │ ├── eval_accuracy_K10_0.25.txt │ │ ├── eval_accuracy_K10_0.5.txt │ │ ├── eval_accuracy_K10_0.75.txt │ │ ├── eval_accuracy_K10_1.txt │ │ ├── eval_accuracy_K50_0.1.txt │ │ ├── eval_accuracy_K50_0.25.txt │ │ ├── eval_accuracy_K50_0.5.txt │ │ ├── eval_accuracy_K50_0.75.txt │ │ ├── eval_accuracy_K50_1.txt │ │ ├── eval_loss_K100_0.1.txt │ │ ├── eval_loss_K100_0.25.txt │ │ ├── eval_loss_K10_0.1.txt │ │ ├── eval_loss_K10_0.25.txt │ │ ├── eval_loss_K10_0.5.txt │ │ ├── eval_loss_K10_0.75.txt │ │ ├── eval_loss_K10_1.txt │ │ ├── eval_loss_K50_0.1.txt │ │ ├── eval_loss_K50_0.25.txt │ │ ├── eval_loss_K50_0.5.txt │ │ ├── eval_loss_K50_0.75.txt │ │ ├── eval_loss_K50_1.txt │ │ ├── iteration_time_K100_0.1.txt │ │ ├── iteration_time_K100_0.25.txt │ │ ├── iteration_time_K10_0.1.txt │ │ ├── iteration_time_K10_0.25.txt │ │ ├── iteration_time_K10_0.5.txt │ │ ├── iteration_time_K10_0.75.txt │ │ ├── iteration_time_K10_1.txt │ │ ├── iteration_time_K50_0.1.txt │ │ ├── iteration_time_K50_0.25.txt │ │ ├── iteration_time_K50_0.5.txt │ │ ├── iteration_time_K50_0.75.txt │ │ ├── iteration_time_K50_1.txt │ │ ├── train_accuracy_K100_0.1.txt │ │ ├── train_accuracy_K100_0.25.txt │ │ ├── train_accuracy_K10_0.1.txt │ │ ├── train_accuracy_K10_0.25.txt │ │ ├── train_accuracy_K10_0.5.txt │ │ ├── train_accuracy_K10_0.75.txt │ │ ├── train_accuracy_K10_1.txt │ │ ├── train_accuracy_K50_0.1.txt │ │ ├── train_accuracy_K50_0.25.txt │ │ ├── train_accuracy_K50_0.5.txt │ │ ├── train_accuracy_K50_0.75.txt │ │ ├── train_accuracy_K50_1.txt │ │ ├── train_loss_K100_0.1.txt │ │ ├── train_loss_K100_0.25.txt │ │ ├── train_loss_K10_0.1.txt │ │ ├── train_loss_K10_0.25.txt │ │ ├── train_loss_K10_0.5.txt │ │ ├── train_loss_K10_0.75.txt │ │ ├── train_loss_K10_1.txt │ │ ├── train_loss_K50_0.1.txt │ │ ├── train_loss_K50_0.25.txt │ │ ├── train_loss_K50_0.5.txt │ │ ├── train_loss_K50_0.75.txt │ │ └── train_loss_K50_1.txt ├── Queue code │ ├── script_all.sh │ ├── script_cifar_resnet50.sh │ ├── script_cifar_vgg19.sh │ ├── script_emnist_cnn.sh │ └── script_emnist_fnn.sh └── TensorFlow code │ ├── .idea │ ├── .gitignore │ ├── TensorFlow code.iml │ ├── deployment.xml │ ├── inspectionProfiles │ │ ├── Project_Default.xml │ │ └── profiles_settings.xml │ ├── misc.xml │ ├── modules.xml │ ├── vcs.xml │ └── webServers.xml │ ├── centalized_EMNIST.py │ ├── centalized_EMNIST_CNN.py │ ├── centalized_baseline.py │ ├── evaluate_models_test_dataset.py │ ├── federated_CIFAR.py │ ├── federated_CNN_EMNIST.py │ ├── federated_FNN_EMNIST.py │ ├── run_script_cifar.sh │ ├── run_script_mnist.sh │ ├── run_script_mnist_cnn.sh │ └── sFLchain_vs_aFLchain.py ├── LICENSE ├── LaTeX files ├── IEEEtran.cls ├── bib.bib ├── img │ ├── 0_Tbc.png │ ├── 0_block_size_delay.png │ ├── 1_evaluation_accuracy_cnn.png │ ├── 1_evaluation_accuracy_fnn.png │ ├── 1_fork_probability.png │ ├── 1_mean_occupancy_delay_2.png │ ├── 2_transaction_confirmation_delay_3.png │ ├── batch_service_queue2.pdf │ ├── blockchain_federated_learning2.pdf │ ├── blockchain_summary_new.pdf │ ├── flowchart_flchain_miner.pdf │ ├── lgiupponi.jpeg │ ├── model_aggregation.pdf │ ├── photo_fwilhelmi_1200_1200.JPG │ ├── photo_paolo.png │ ├── plot_delay_per_iteration_models.png │ ├── queue_arrivals_example.pdf │ ├── temporal_accuracy_emnist_cnn.png │ ├── temporal_accuracy_emnist_cnn_noniid.png │ ├── temporal_accuracy_emnist_fnn.png │ └── temporal_accuracy_emnist_fnn_noniid.png ├── main.pdf └── main.tex └── README.md /CITATION.cff: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fwilhelmi/blockchain_enabled_federated_learning/HEAD/CITATION.cff -------------------------------------------------------------------------------- /Code & Results/Figures/1_Preliminary_results/architecture/architecture_comparison.fig: 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