Harvesting Idle Resources in Serverless Computing via Reinforcement Learning.
Hanfei YuHao WangJian LiSeung-Jong ParkPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- limited resources
- resource management
- multi agent reinforcement learning
- resource allocation
- markov decision processes
- resource consumption
- temporal difference
- model free
- computing resources
- optimal control
- function approximation
- real time
- monte carlo
- dynamic programming
- learning environment
- multi agent
- artificial intelligence
- databases
- data sets