Ergodic Control of Multi-Class M/M/N+M Queues in the Halfin-Whitt Regime.
Ari ArapostathisAnup BiswasGuodong PangPublished in: CoRR (2014)
Keyphrases
- multi class
- heavy traffic limit
- queue length
- service rates
- heavy traffic
- queueing networks
- stationary distribution
- steady state
- customer classes
- support vector machine
- arrival rate
- single server
- asymptotically optimal
- arrival process
- multi class classification
- brownian motion
- binary classification
- cost sensitive
- queueing systems
- markov chain
- state dependent
- long run
- multi class classifier
- multiple classes
- queueing model
- traffic intensity
- service times
- pairwise
- call center
- multi class boosting
- feature selection
- binary classifiers
- optimal control
- holding cost
- fluid model
- service systems
- error correcting output codes
- diffusion process
- base classifiers
- scheduling problem
- differential equations
- control strategy
- reinforcement learning