Resource scheduling approach in cloud Testing as a Service using deep reinforcement learning algorithms.
Priyadarsini KarthikKarthik SekharPublished in: CAAI Trans. Intell. Technol. (2021)
Keyphrases
- reinforcement learning algorithms
- resource scheduling
- reinforcement learning
- state space
- model free
- markov decision processes
- reinforcement learning problems
- cloud computing
- learning algorithm
- grid systems
- temporal difference
- quality management
- function approximation
- service providers
- service quality
- web services
- neural network
- dynamic environments
- service oriented
- reward function
- multi agent
- management system
- loosely coupled
- service composition
- load balancing
- optimal policy