An asymptotically optimal policy and state-space collapse for the multi-class shared queue.
Mark ShifrinPublished in: CoRR (2015)
Keyphrases
- multi class
- optimal policy
- state space collapse
- heavy traffic
- asymptotically optimal
- long run
- state dependent
- queue length
- markov decision processes
- multiclass queueing networks
- reinforcement learning
- state space
- dynamic programming
- queueing networks
- infinite horizon
- finite horizon
- fluid model
- steady state
- support vector machine
- multistage
- multiple classes
- queueing systems
- binary classification
- multi class classification
- pairwise
- arrival rate
- feature selection
- cost sensitive
- average cost
- sufficient conditions
- stationary distribution
- single server
- multi class classifier
- markov chain
- binary classifiers
- service times
- initial state
- data mining
- setup cost
- queueing model
- bayesian networks
- machine learning