Bayesian inference for queueing networks and modeling of internet services

DOI10.1214/10-AOAS392zbMath1220.62024OpenAlexW3100509614MaRDI QIDQ542471

Charles Sutton, Michael I. Jordan

Publication date: 10 June 2011

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/10-aoas392

zbMATH Keywords

Markov chain Monte Carloqueueing networksperformance modelinglatent-variable modelsweb applications

Mathematics Subject Classification ID

Bayesian inference (62F15) Communication networks in operations research (90B18) Queues and service in operations research (90B22) Applications of statistics (62P99) Numerical analysis or methods applied to Markov chains (65C40) Applications of queueing theory (congestion, allocation, storage, traffic, etc.) (60K30)

Related Items (5)

Tail asymptotics for the \(M_1,M_2/G_1,G_2/1\) retrial queue with non-preemptive priority ⋮ Variational inference for Markovian queueing networks ⋮ A survey of parameter and state estimation in queues ⋮ Auxiliary variables for Bayesian inference in multi-class queueing networks ⋮ A Bayesian Approach to Parameter Inference in Queueing Networks

Uses Software

• ROCR

Cites Work

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• Gibbs Sampling for Bayesian Non-Conjugate and Hierarchical Models by Using Auxiliary Variables
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