Federated Learning for IoT and Edge Computing: A Comprehensive Review of Models, Optimization Strategies, Security, and Real-World Applications
Funminiyi Olagunju · International Journal of Science Architecture Technology and Environment · 2024
Federated Learning for IoT and Edge Computing: A Comprehensive Review of Models, Optimization Strategies, Security, and Real-World Applications Funminiyi Olagunju1* Abstract The rapid growth of Internet of Things (IoT) and edge computing devices has catalyzed the need for efficient, privacy-preserving machine learning methods tailored to resource-constrained and distributed environments. Federated Learning (FL) has emerged as […]