Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach.
Shuzhao XieYuan XueYifei ZhuZhi WangPublished in: CoRR (2022)
Keyphrases
- cost effective
- reinforcement learning
- low cost
- function approximation
- heterogeneous database systems
- cost effectiveness
- state space
- markov decision processes
- reinforcement learning algorithms
- learning algorithm
- dynamic programming
- data center
- learning process
- model free
- information and communication technologies
- data sources
- evaluation function
- learning classifier systems
- mobile agents
- temporal difference
- machine learning
- fuzzy logic
- optimal control
- optimal policy
- multi agent
- temporal difference learning