[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 …
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 …
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 …
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
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 …
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 …
system can be improved by developing effective data-driven control methods that utilize this …
A robust queueing network analyzer based on indices of dispersion
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 …
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 …
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 …
characteristic equation of the vector-generating function of system-length distribution at …
Heavy-traffic limits for stationary network flows
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 …
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
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 …
useful in the analysis of computer and communication systems and different representations …