COUNSEL: Cloud Resource Configuration Management using Deep Reinforcement Learning.
Adithya HegdeSameer G. KulkarniAbhinandan S. PrasadPublished in: CCGrid (2023)
Keyphrases
- configuration management
- reinforcement learning
- cloud computing environment
- cloud computing
- network management
- function approximation
- resource allocation
- resource management
- state space
- reinforcement learning algorithms
- learning algorithm
- virtual machine
- temporal difference
- model free
- markov decision processes
- open source
- dynamic programming
- version control
- web resources
- supervised learning
- service level agreements
- data warehouse