Approximating G(t)/GI/1 queues with deep learning.

Eliran Sherzer Opher Baron Dmitry Krass Yehezkel Resheff

Published in: CoRR (2024)

Keyphrases

deep learning
queue length
unsupervised learning
steady state
unsupervised feature learning
machine learning
queueing networks
single server
queueing model
service times
deep architectures
data sets
segmentation method
mental models
arrival rate
restricted boltzmann machine