Federated Learning vs Centralized Learning in Cloud Computing
🔷 Introduction Machine learning models for cloud resource management are traditionally trained in a centralized manner, where all data is aggregated into a single server. However, with growing concerns over privacy, scalability, and data ownership, Federated Learning (FL) has emerged as a viable alternative. This article presents a detailed comparison of Centralized Learning vs Federated … Read more