WFSL: Warmup-Based Federated Sequential Learning

Keyphrases

• Federated Learning 100%
• Sequential Learning 100%
• Identically Distributed 80%
• Internet of Things 40%
• Catastrophic Forgetting 40%
• Distributed Problems 40%
• Selection Strategy 20%
• Machine Learning Models 20%
• Genetic Algorithm 20%
• MNIST 20%
• Execution Time 20%
• Clustering Algorithm 20%
• Learning Process 20%
• Computation Time 20%
• Internet of Things Devices 20%
• Privacy-preserving 20%
• Internet of Things Applications 20%
• Optimal Performance 20%
• Current Solution 20%
• Internet of Things Networks 20%
• Optimization Scheme 20%
• Learning Convergence 20%
• Initialization Method 20%
• CIFAR-10 20%
• Internet of Things Environment 20%
• Federated Approach 20%
• Execution Cost 20%
• Client Selection 20%
• Model Degradation 20%
• Data-driven Control 20%
• Model Integrity 20%
• Learning Accuracy 20%
• Selection Time 20%
• Distributed Settings 20%
• Learning Structure 20%

Computer Science

• Internet-Of-Things 100%
• Sequential Learning 100%
• Federated machine learning 100%
• Genetic Algorithm 20%
• Execution Time 20%
• Selection Process 20%
• Learning Process 20%
• Computation Time 20%
• Internet of Things Device 20%
• Privacy Preserving 20%
• Conventional Method 20%
• Optimal Performance 20%
• Degradation Model 20%
• External Server 20%
• Machine Learning Model 20%