A Performance Evaluation of Queueing Systems by Machine Learning.
Suguru NiiTakashi OkudaTakuya WakitaPublished in: ICCE-TW (2020)
Keyphrases
- queueing systems
- machine learning
- arrival rate
- queueing theory
- queueing networks
- markov processes
- control problems
- single server
- reinforcement learning
- data mining
- queue length
- steady state
- heavy traffic
- finite buffer
- learning algorithm
- least squares
- production system
- special case
- electronic commerce
- queueing model
- markov chain