Reinforcement Learning-Based Auto-scaling Algorithm for Elastic Cloud Workflow Service.
Jian-bin LuYang YuMaolin PanPublished in: PDCAT (2021)
Keyphrases
- computational complexity
- dynamic programming
- times faster
- learning algorithm
- experimental evaluation
- reinforcement learning
- model free
- k means
- preprocessing
- service oriented
- convergence rate
- optimal solution
- monte carlo
- cost function
- objective function
- optimization algorithm
- computational cost
- np hard
- high accuracy
- linear programming
- cloud computing
- theoretical analysis
- service providers
- worst case
- clustering method
- least squares
- search algorithm
- search space