An ergodic result for queue length processes of state-dependent queueing networks in the heavy-traffic diffusion limit.
Francisco J. PieraRavi R. MazumdarPublished in: Allerton (2008)
Keyphrases
- queueing networks
- state space collapse
- state dependent
- heavy traffic
- queue length
- stationary distribution
- heavy traffic limit
- steady state
- multiclass queueing networks
- product form
- markov chain
- single server
- limit theorems
- queueing systems
- arrival rate
- large deviations
- fluid model
- service rates
- long run
- single server queue
- brownian motion
- service times
- flow control
- scheduling policies
- arrival process
- traffic intensity
- machine learning
- diffusion process
- service systems
- network architecture
- neural network