Using of machine learning into cloud environment (a survey): managing and scheduling of resources in cloud systems

E Hormozi, H Hormozi, MK Akbari… - … , Parallel, Grid, Cloud …, 2012 - ieeexplore.ieee.org
… on, are developing cloud computing systems and enhancing … using the various aspects of
machine learning for increased … the concepts of machine learning on cloud environments, eg …

A machine learning model for improving healthcare services on cloud computing environment

A Abdelaziz, M Elhoseny, AS Salama, AM Riad - Measurement, 2018 - Elsevier
… For that, this paper proposes a new model for HCS based on cloud environment using
Parallel Particle Swarm Optimization (PPSO) to optimize the VMs selection. In addition, a new …

Effectiveness review of the machine learning algorithms for scheduling in cloud environment

GU Srikanth, R Geetha - Archives of Computational Methods in …, 2023 - Springer
… To solve this issue, the authors in this paper [11] introduced unsupervised machine learning
methods for providing resources dynamically to solve web applications. The objective of …

MLPAM: A machine learning and probabilistic analysis based model for preserving security and privacy in cloud environment

I Gupta, R Gupta, AK Singh, R Buyya - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
… with multiple parties and stakeholders in a cloud environment for storage, analysis, and data
… In this article, by utilizing encryption, machine learning, and probabilistic approaches, we …

Machine learning for anomaly detection and categorization in multi-cloud environments

T Salman, D Bhamare, A Erbad, R Jain… - … security and cloud …, 2017 - ieeexplore.ieee.org
… multi-cloud environments using the same machine learning … of machine learning techniques
for network and cloud security. … for the training of the machine learning models. Furthermore, …

Feature selection and intrusion detection in cloud environment based on machine learning algorithms

A Javadpour, SK Abharian… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
… The database is used in this paper is called KDD99, and is available in the UCI Machine
Learning Dataset Collection which contains 42 features that represent the last attribute of the …

Intelligent approach to build a Deep Neural Network based IDS for cloud environment using combination of machine learning algorithms

Z Chiba, N Abghour, K Moussaid, M Rida - computers & security, 2019 - Elsevier
… , we present a machine learning based intrusion detection system for Cloud environments.
We … DNN has been widely studied in a machine learning research field and ambly used for …

A focus on future cloud: machine learning-based cloud security

EK Subramanian, L Tamilselvan - Service Oriented Computing and …, 2019 - Springer
machine learning-based cloud … the cloud environment using these machine learning
approaches. The primary factor behind using machine learning-based approach to promote cloud

Feasibility of supervised machine learning for cloud security

D Bhamare, T Salman, M Samaka… - … Science and Security …, 2016 - ieeexplore.ieee.org
machine learningmachine learning algorithms with two different datasets, namely, UNSW
[8, 9] and ISOT [10]. Both the datasets have been obtained in simulated cloud environments. …

Machine learning methods for reliable resource provisioning in edge-cloud computing: A survey

TL Duc, RG Leiva, P Casari, PO Östberg - ACM Computing Surveys …, 2019 - dl.acm.org
… This article investigates the problem of reliable resource provisioning in joint edge-cloud
environments, and surveys technologies, mechanisms, and methods that can be used to …