A Novel Offloading Mechanism Leveraging Fuzzy Logic and Deep Reinforcement Learning to Improve IoT Application Performance in a Three-Layer Architecture Within the Fog-Cloud Environment.
Dezheen H. AbdulazeezShavan K. AskarPublished in: IEEE Access (2024)
Keyphrases
- fuzzy logic
- reinforcement learning
- management system
- abstraction layer
- expert systems
- control system
- selection mechanism
- multi layer
- artificial intelligence
- real time
- middle layer
- hierarchical architecture
- platform independent
- fuzzy sets
- lighting conditions
- function approximation
- computational intelligence
- neural network
- machine learning
- software platform
- state space
- dynamic programming
- decision making