A Review of Deep Reinforcement Learning in Serverless Computing: Function Scheduling and Resource Auto-Scaling.
Amjad Yousef MajidEduard MarinPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- resource allocation
- resource constraints
- function approximators
- function approximation
- robotic control
- scheduling problem
- scheduling algorithm
- resource management
- state space
- learning process
- scarce resources
- resource availability
- transition model
- resource requirements
- flexible manufacturing systems
- scaling factors
- control policy
- machine learning
- resource consumption
- grid environment
- model free
- parallel machines
- optimal control
- transfer learning
- information systems
- learning algorithm