Parameter estimation of Markov modulated fluid arrival processes.
Salah Al-Deen AlmousaGábor HorváthMiklós TelekPublished in: Perform. Evaluation (2022)
Keyphrases
- parameter estimation
- arrival process
- markov modulated
- fluid model
- arrival processes
- steady state
- stochastic model
- arrival rate
- maximum likelihood
- queueing networks
- markov random field
- model selection
- least squares
- em algorithm
- service times
- poisson process
- heavy traffic
- state dependent
- expectation maximization
- random fields
- queue length
- independent and identically distributed
- parameter estimation algorithm
- queueing systems
- markov chain
- asymptotically optimal
- call center
- long run
- feature selection
- higher order