AI-Driven Optimization PSO + RL for adaptive service placement

IoT Device Layer Smart sensors; preprocess; local FL training

Fog Microservice Layer Containerized filtering/aggregation/training

Federated Learning Orchestrator Coordinate rounds; aggregate model updates

Blockchain & Security Ledger for updates + auth; integrity & transparency

Cloud Intelligence Global refinement; long-term analytics; feedback