[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 …

Characterization and prediction of mobile-app traffic using Markov modeling

G Aceto, G Bovenzi, D Ciuonzo… - … on Network and …, 2021 - ieeexplore.ieee.org
Modeling network traffic is an endeavor actively carried on since early digital
communications, supporting a number of practical applications, that range from network …

Performance evaluation of OpenFlow-based software-defined networks based on queueing model

B **ong, K Yang, J Zhao, W Li, K Li - Computer Networks, 2016 - Elsevier
OpenFlow is one of the most famous protocols for controller-to-switch communications in
software-defined networking (SDN), commonly seen as a promising way towards future …

Modeling and performance analysis of large scale IaaS clouds

R Ghosh, F Longo, VK Naik, KS Trivedi - Future generation computer …, 2013 - Elsevier
For Cloud based services to support enterprise class production workloads, Mainframe like
predictable performance is essential. However, the scale, complexity, and inherent resource …

End-to-end performability analysis for infrastructure-as-a-service cloud: An interacting stochastic models approach

R Ghosh, KS Trivedi, VK Naik… - 2010 IEEE 16th Pacific …, 2010 - ieeexplore.ieee.org
Handling diverse client demands and managing unexpected failures without degrading
performance are two key promises of a cloud delivered service. However, evaluation of a …

Adaptive and robust routing with Lyapunov-based deep RL in MEC networks enabled by blockchains

Z Zhuang, J Wang, Q Qi, J Liao… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
The most recent development of the Internet of Things brings massive timely sensitive and
bursty data flows. Also, joint optimization on storage, computation, and communication is in …

A cold standby repairable system with working vacations and vacation interruption following Markovian arrival process

B Liu, L Cui, Y Wen, J Shen - Reliability Engineering & System Safety, 2015 - Elsevier
This paper studies a cold standby repairable system with working vacations and vacation
interruptions. The repairman׳ s multiple vacation, the working vacation policy and the …

Software reliability prediction and management: A multiple change‐point model approach

SZ Ke, CY Huang - Quality and Reliability Engineering …, 2020 - Wiley Online Library
It is commonly recognized that software development is highly unpredictable and software
quality may not be easily enhanced after software product is finished. During the software …

Modelling and analysis of the impact of correlated inter-event data on production control using Markovian arrival processes

N Manafzadeh Dizbin, B Tan - Flexible Services and Manufacturing …, 2019 - Springer
Empirical studies show that the inter-event times of a production system are correlated.
However, most of the analytical studies for the analysis and control of production systems …

Fitting phase-type distributions and Markovian arrival processes: Algorithms and tools

H Okamura, T Dohi - Principles of Performance and Reliability Modeling …, 2016 - Springer
This chapter provides a comprehensive survey of PH (phase-type) distribution and MAP
(Markovian arrival process) fitting. The PH distribution and MAP are widely used in analytical …