A Cloud QoS-driven Scheduler based on Deep Reinforcement Learning.
Minh-Ngoc TranYounghan KimPublished in: ICTC (2021)
Keyphrases
- reinforcement learning
- resource utilization
- quality of service
- packet scheduling
- function approximation
- virtual machine
- cloud computing
- state space
- data driven
- reinforcement learning algorithms
- multi agent
- optimal policy
- resource manager
- load balancing
- resource management
- optimal control
- model free
- data center
- real time
- markov decision processes
- neural network
- temporal difference
- learning algorithm
- qos requirements
- admission control
- bandwidth allocation
- web service selection
- machine learning
- scheduling algorithm
- transfer learning
- supervised learning
- learning process