High-Accuracy Analytical Model for Heterogeneous Cloud Systems with Limited Availability of Physical Machine Resources Based on Markov Chain

S Hanczewski, M Stasiak, M Weissenberg - Electronics, 2024 - mdpi.com
The article presents the results of a study on modeling cloud systems. In this research, the
authors developed both analytical and simulation models. System analysis was conducted …

An Analytical Model of IaaS Architecture for Determining Resource Utilization

S Hanczewski, M Stasiak, M Weissenberg - Sensors, 2024 - mdpi.com
Cloud computing has become a major component of the modern IT ecosystem. A key
contributor to this has been the development of Infrastructure as a Service (IaaS) …

A Multiparameter Analytical Model of the Physical Infrastructure of a Cloud-Based System

S Hanczewski, M Stasiak, M Weissenberg - IEEE Access, 2021 - ieeexplore.ieee.org
The large popularity of services offered by cloud computing (CC) requires constant
expansion of its physical infrastructure. At the same time, CC operators apply various …

Functional model of a software system with random time horizon

DA Zubok, AV Maiatin, VE Kiryushkina… - … 17TH Conference of …, 2015 - ieeexplore.ieee.org
Virtualization technologies are being actively used to design infrastructure of cloud
computing systems. In this case applications can be duplicated and hosted in different virtual …

Estimating the response time of a cloud computing system with the help of neural networks

AV Gorbunova, VM Vishnevsky - Advances in Systems Science and …, 2020 - ijassa.ipu.ru
The article presents a new approach to assessing the average response time of a cloud
computing system and its dispersion. A fork-join system or a system with request splitting …

Stochastic models for cloud computing performance evaluation

AD Khomonenko, SI Gindin - Proceedings of the 10th Central and …, 2014 - dl.acm.org
For cloud systems a set of stochastic models taking account of system context actualization
is proposed. These models are based on queueing theory and extend its applications by …

Queueing Theory to Describe Adaptive Mathematical Models of Computational Systems with Resource Virtualization and Model Verification by Similarly Configured …

AI Martyshkin, DV Pashchenko… - 2019 International …, 2019 - ieeexplore.ieee.org
The paper dwells upon preparing and verifying mathematical models of virtualized
computational systems (CS). Today, virtualization and virtual machines are among the most …

Cost performance analysis: Usage of resources in cloud using Markov-chain model

S Jagannatha, NS Shravan… - 2017 4th International …, 2017 - ieeexplore.ieee.org
Effective Utilization of Resources and throughput computation is an important consideration
in using cloud resources. Each resource is allocated by the tasks and each resource has …

Digital cloud environment: present challenges and future forecast

S Mescheryakov, D Shchemelinin, K Izrailov… - Future Internet, 2020 - mdpi.com
This article addresses the challenges of a digital cloud environment when it comes to global
scalability with a large number of remote servers and an unsecure public cloud, such as …

User behavior analysis with machine learning techniques in cloud computing architectures

M Callara, P Wira - 2018 International Conference on Applied …, 2018 - ieeexplore.ieee.org
This paper presents the use of machine learning algorithms to analyze the behaviors of
users working in a distributed computer environment. The objective consists in …