A Time Series Analysis of Single Server Queueing Systems by Using Machine Learning.
Tomoyasu KudouTakashi OkudaPublished in: ICCE-Taiwan (2023)
Keyphrases
- queueing systems
- single server
- machine learning
- retrial queue
- special case
- queueing networks
- poisson arrivals
- queue length
- state dependent
- setup times
- markov chain
- arrival rate
- waiting times
- priority scheduling
- heavy traffic
- queueing model
- markov processes
- parallel machines
- service times
- control problems
- arrival process
- steady state
- neural network
- reinforcement learning
- learning algorithm