Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach.
Shuzhao XieYuan XueYifei ZhuZhi WangPublished in: INFOCOM (2022)
Keyphrases
- cost effective
- reinforcement learning
- low cost
- function approximation
- reinforcement learning algorithms
- model free
- optimal policy
- machine learning
- heterogeneous database systems
- markov decision processes
- cost effectiveness
- robotic control
- temporal difference learning
- learning process
- learning algorithm
- temporal difference
- information and communication technologies
- optimal control
- real time
- environmentally friendly
- data center
- learning problems
- transfer learning
- supervised learning
- state space