Workflow scheduling based on deep reinforcement learning in the cloud environment.
Tingting DongFei XueChuangbai XiaoJiangjiang ZhangPublished in: J. Ambient Intell. Humaniz. Comput. (2021)
Keyphrases
- reinforcement learning
- scheduling problem
- scheduling algorithm
- function approximation
- state space
- markov decision processes
- workflow management systems
- learning algorithm
- resource constraints
- workflow execution
- multi agent
- multi agent reinforcement learning
- dynamic scheduling
- round robin
- business process
- real time database systems
- scientific workflows
- model free
- machine learning
- parallel machines
- web services
- data flow
- petri net
- reinforcement learning algorithms
- workflow systems
- reinforcement learning methods