Integrating Cognition Cost With Reliability QoS for Dynamic Workflow Scheduling Using Reinforcement Learning.
Xiaoming YuWenjun WuYangzhou WangPublished in: IEEE Trans. Serv. Comput. (2023)
Keyphrases
- reinforcement learning
- quality of service
- web services
- dynamic environments
- information processing
- qos aware
- artificial intelligence
- round robin
- resource utilization
- total cost
- function approximation
- real time
- cognitive processes
- optimal control
- scheduling algorithm
- markov decision processes
- learning algorithm
- scheduling problem
- dynamic programming
- reinforcement learning algorithms
- multi agent
- material handling
- state space