[PDF][PDF] Markovian arrivals in stochastic modelling: a survey and some new results (invited article with discussion: Rafael Pérez-Ocón, Miklos Telek and Yiqiang Q. Zhao …

JR Artalejo, A Gómez-Corral - SORT-Statistics and Operations Research …, 2010 - raco.cat
This paper aims to provide a comprehensive review on Markovian arrival processes (MAPs),
which constitute a rich class of point processes used extensively in stochastic modelling. Our …

Dealing with burstiness in multi-tier applications: Models and their parameterization

G Casale, N Mi, L Cherkasova… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Workloads and resource usage patterns in enterprise applications often show burstiness
resulting in large degradation of the perceived user performance. In this paper, we propose …

Supervised-learning-based approximation method for multi-server queueing networks under different service disciplines with correlated interarrival and service times

S Khayyati, B Tan - International Journal of Production Research, 2022 - Taylor & Francis
Developing efficient performance evaluation methods is important to design and control
complex production systems effectively. We present an approximation method (SLQNA) to …

Approximate analysis of load-dependent generally distributed queuing networks with low service time variability

BY Ekren, SS Heragu - European Journal of Operational Research, 2010 - Elsevier
In this paper, we present an approximate method for solution of load-dependent, closed
queuing networks having general service time distributions with low variability. The …

[HTML][HTML] Data-driven control of a production system by using marking-dependent threshold policy

S Khayyati, B Tan - International Journal of Production Economics, 2020 - Elsevier
As increasingly more shop-floor data becomes available, the performance of a production
system can be improved by developing effective data-driven control methods that utilize this …

A robust queueing network analyzer based on indices of dispersion

W Whitt, W You - Naval Research Logistics (NRL), 2022 - Wiley Online Library
We develop a robust queueing network analyzer algorithm to approximate the steady‐state
performance of a single‐class open queueing network of single‐server queues with …

Supervised learning-based approximation method for single-server open queueing networks with correlated interarrival and service times

B Tan, S Khayyati - International Journal of Production Research, 2022 - Taylor & Francis
Efficient performance evaluation methods are needed to design and control production
systems. We propose a method to analyse single-server open queueing network models of …

Analysis of B M A P/M S P/1 Queue

SK Samanta, ML Chaudhry, A Pacheco - Methodology and Computing in …, 2016 - Springer
The analysis for the BMAP/MSP/1 queueing system is based on roots of the associated
characteristic equation of the vector-generating function of system-length distribution at …

Heavy-traffic limits for stationary network flows

W Whitt, W You - Queueing Systems, 2020 - Springer
This paper studies stationary customer flows in an open queueing network. The flows are
the processes counting customers flowing from one queue to another or out of the network …

Commuting matrices in the queue length and sojourn time analysis of MAP/MAP/1 queues

G Horváth, B Van Houdt, M Telek - Stochastic Models, 2014 - Taylor & Francis
Queues with Markovian arrival and service processes, ie, MAP/MAP/1 queues, have been
useful in the analysis of computer and communication systems and different representations …