Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction.
Marc RigterDanial DervovicParisa HassanzadehJason LongParisa ZehtabiDaniele MagazzeniPublished in: CoRR (2022)
Keyphrases
- multi class
- admission control
- arrival rate
- asymptotically optimal
- state abstraction
- service rates
- control policy
- end to end
- multiclass classification
- queue length
- multiclass problems
- state dependent
- queueing networks
- quality of service
- support vector machine
- pairwise
- feature selection
- steady state
- cost sensitive
- binary classifiers
- resource management
- production system
- reinforcement learning
- service times
- dynamic programming
- genetic algorithm
- data mining
- web server
- markov decision processes