Adaptive Auto-Scaling of Delay-Sensitive Serverless Services with Reinforcement Learning.
Zhiyu ZhangTao WangAn LiWenbo ZhangPublished in: COMPSAC (2022)
Keyphrases
- policy search
- reinforcement learning
- dynamic programming
- web services
- service providers
- adaptive control
- service oriented
- end users
- function approximation
- markov decision processes
- information systems
- mobile services
- ubiquitous computing
- transfer learning
- information resources
- electronic commerce
- information services
- context aware
- state space
- multi agent
- neural network