Estimating Multiclass Service Demand Distributions Using Markovian Arrival Processes
DOI10.1145/3570924zbMath1515.60296OpenAlexW4308587711MaRDI QIDQ6108735
Runan Wang, Antonio Filieri, Giuliano Casale
Publication date: 26 July 2023
Published in: ACM Transactions on Modeling and Computer Simulation (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1145/3570924
performancemaximum likelihood estimationMarkovian arrival processqueueing modelsservice demand distribution
Queueing theory (aspects of probability theory) (60K25) Queues and service in operations research (90B22) Performance evaluation, queueing, and scheduling in the context of computer systems (68M20)
Cites Work
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- Asymptotic independence of queues under randomized load balancing
- Service demand distribution estimation for microservices using Markovian arrival processes
- A revisit to queueing-inventory system with positive service time
- Tail asymptotics for the queue size distribution in the \(MAP/G/1\) retrial queue
- Numerical transient analysis of Markov models
- On the use of phase type distributions in reliability modelling of systems with two components
- Growth curve models and statistical diagnostics
- Retrial multi-server queuing system with \textit{PHF} service time distribution as a model of a channel with unreliable transmission of information
- Characterization of phase-type distributions
- Inexact Uniformization Method for Computing Transient Distributions of Markov Chains
- Combining queueing networks and generalized stochastic Petri nets for the solution of complex models of system behavior
- Nineteen Dubious Ways to Compute the Exponential of a Matrix, Twenty-Five Years Later
- A unifying framework for the approximate solution of closed multiclass queuing networks
- Closed Queueing Networks Under Congestion: Nonbottleneck Independence and Bottleneck Convergence
- Computer Performance Evaluation. Modelling Techniques and Tools
- An EM Algorithm for Record Value Statistics Models in Software Reliability Estimation
- Matching Three Moments with Minimal Acyclic Phase Type Distributions
- Lower order moments of inter-transition times in the stationary QBD process
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