Task Scheduling in Cloud Using Deep Reinforcement Learning.
Shashank SwarupElhadi M. ShakshukiAnsar YasarPublished in: ANT/EDI40 (2021)
Keyphrases
- reinforcement learning
- cloud computing environment
- cloud computing
- function approximation
- state space
- data center
- learning algorithm
- robotic control
- scheduling algorithm
- machine learning
- multi agent
- action selection
- energy aware
- markov decision processes
- distributed computing
- optimal policy
- computing systems
- computing environments
- multi agent reinforcement learning
- virtual machine
- temporal difference
- reinforcement learning algorithms
- resource management
- autonomous learning
- deep learning
- function approximators
- learning capabilities
- learning process
- computing platform
- model free
- computing resources
- learning classifier systems
- grid computing