Optimal Control of Multiclass Fluid Queueing Networks: A Machine Learning Approach.
Dimitris BertsimasCheol Woo KimPublished in: CoRR (2023)
Keyphrases
- service times
- optimal control
- queueing networks
- multi class
- fluid model
- multiclass queueing networks
- steady state
- control problems
- queueing systems
- dynamic programming
- heavy traffic
- single server
- queue length
- stationary distribution
- arrival rate
- queueing model
- state dependent
- long run
- infinite horizon
- binary classification
- perceptron algorithm
- pairwise
- control strategy
- support vector machine
- reinforcement learning
- cost sensitive
- multiclass classification
- control law
- optimal control problems
- error correcting output codes
- multiclass problems
- feature selection
- multiclass support vector machines
- brownian motion
- multiclass learning
- multiple classes
- binary classifiers
- network architecture
- markov chain
- poisson process
- multi task
- sufficient conditions
- data mining
- neural network