Mixture Density Networks as a General Framework for Estimation and Prediction of Waiting Time Distributions in Queueing Systems.
Hung Quoc NguyenTuan Phung-DucPublished in: EPEW (2021)
Keyphrases
- queueing systems
- heavy tailed distributions
- probability density
- interarrival and service times
- queueing theory
- markov processes
- arrival rate
- power law
- random variables
- density estimation
- control problems
- mixture model
- queueing networks
- gaussian distribution
- queue length
- finite buffer
- probability distribution
- single server
- probability density function
- parameter estimation
- heavy traffic
- dynamic programming
- stochastic processes
- queueing model
- em algorithm
- state space