Heavy-traffic asymptotics for networks of parallel queues with Markov-modulated service speeds.
Jan-Pieter L. DorsmanMaria VlasiouBert ZwartPublished in: Queueing Syst. Theory Appl. (2015)
Keyphrases
- heavy traffic
- arrival process
- markov modulated
- dynamic routing
- queueing networks
- arrival rate
- diffusion approximations
- poisson process
- steady state
- single server
- service rates
- fluid model
- asymptotically optimal
- long run
- queue length
- traffic intensity
- queueing systems
- single server queue
- queueing model
- service systems
- holding cost
- scheduling policies
- service times
- neural network
- call center
- customer classes
- stationary distribution
- processor sharing
- parallel machines
- model selection
- sufficient conditions
- markov chain
- reinforcement learning