Automated Resource Dimensioning in Cloud Using Hybrid Reinforcement Learning.
Carla MouradianFetahi WuhibPublished in: CCNC (2024)
Keyphrases
- reinforcement learning
- cloud computing
- cloud computing environment
- state space
- semi automated
- resource allocation
- resource management
- function approximation
- fully automated
- learning algorithm
- temporal difference learning
- reinforcement learning algorithms
- model free
- multi agent
- semi automatic
- learning process
- robotic control
- markov decision processes
- resource constraints
- load balancing
- temporal difference
- automated analysis
- database
- agent receives