The kernel method tail asymptotics analytic approach for stationary probabilities of two-dimensional queueing systems.
Yiqiang Q. ZhaoPublished in: Queueing Syst. Theory Appl. (2022)
Keyphrases
- queueing systems
- kernel methods
- heavy traffic
- large deviations
- arrival rate
- markov processes
- support vector
- kernel function
- non stationary
- learning problems
- queueing networks
- markov chain
- feature space
- machine learning
- control problems
- queue length
- reproducing kernel hilbert space
- asymptotically optimal
- transition probabilities
- long run
- steady state
- support vector machine
- probability distribution
- reproducing kernel
- single server
- call center
- model selection
- sufficient conditions
- least squares
- reinforcement learning