μConAdapter: Reinforcement Learning-based Fast Concurrency Adaptation for Microservices in Cloud.
Jianshu LiuShungeng ZhangQingyang WangPublished in: SoCC (2023)
Keyphrases
- reinforcement learning
- adaptation process
- cloud computing
- function approximation
- database systems
- learning capabilities
- reinforcement learning algorithms
- model free
- state space
- markov decision processes
- data mining
- data sets
- temporal difference learning
- action selection
- concurrency control
- robotic control
- optimal policy
- dynamic programming
- data model
- learning algorithm
- learning classifier systems
- transaction processing
- learning problems
- fine grained
- reinforcement learning methods
- policy search
- machine learning