AuTO: scaling deep reinforcement learning for datacenter-scale automatic traffic optimization.
Li ChenJustinas LingysKai ChenFeng LiuPublished in: SIGCOMM (2018)
Keyphrases
- reinforcement learning
- optimization algorithm
- optimization process
- optimization problems
- real time
- machine learning
- function approximation
- global optimization
- fully automatic
- fine tuning
- optimization model
- optimization method
- semi automatic
- learning process
- intrusion detection system
- network traffic
- optimization methods
- video sequences
- optimal solution
- traffic flow
- multi agent
- image sequences
- policy search