Fractional Brownian Heavy Traffic Approximations of Multiclass Feedforward Queueing Networks.
Kurt MajewskiPublished in: Queueing Syst. Theory Appl. (2005)
Keyphrases
- heavy traffic
- multi class
- feed forward
- queueing networks
- limit theorems
- heavy traffic limit
- brownian motion
- steady state
- back propagation
- queueing systems
- long run
- neural network
- artificial neural networks
- multiclass queueing networks
- state dependent
- stationary distribution
- support vector machine
- diffusion approximations
- fluid model
- queue length
- arrival rate
- multiclass classification
- cost sensitive
- pairwise
- single server
- asymptotically optimal
- service times
- queueing model
- binary classifiers
- network architecture
- markov chain
- dynamic programming
- control system
- genetic algorithm
- machine learning