A review of machine learning algorithms for cloud computing security

UA Butt, M Mehmood, SBH Shah, R Amin, MW Shaukat… - Electronics, 2020 - mdpi.com
… solutions using Machine learning (ML) algorithms. … machine learning techniques in cloud
computing environments. In Proceedings of the International Conference of Cloud Computing

Machine learning and cloud computing: Survey of distributed and saas solutions

D Pop - arXiv preprint arXiv:1603.08767, 2016 - arxiv.org
… We will investigate how cloud computing paradigm … the cloud. A second line of products is
augmenting existing tools with plugins that allow users to create a Hadoop cluster in the cloud

A machine learning framework for resource allocation assisted by cloud computing

JB Wang, J Wang, Y Wu, JY Wang, H Zhu, M Lin… - IEEE …, 2018 - ieeexplore.ieee.org
… by cloud computing, a huge amount of historical data on scenarios can be collected for extracting
similarities among scenarios using machine learning… , a machine learning framework is …

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
… most popular machine learning algorithms used in practice. Machine learning methods can
Machine learning can be used also for inference tasks, ie, to understand how the response …

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

A Abdelaziz, M Elhoseny, AS Salama, AM Riad - Measurement, 2018 - Elsevier
… In recent years, cloud computing gained a great attention in HCS applications due to its
ability to provide different medical services over the internet. Cloud computing allows …

[图书][B] Cloud computing for machine learning and cognitive applications

K Hwang - 2017 - books.google.com
… To realize the new computing and communication paradigms, we must upgrade the cloud
computing ecosystem with new capabilities for machine learning, IoT sensing, data analytics, …

Machine learning based workload prediction in cloud computing

J Gao, H Wang, H Shen - … international conference on computer …, 2020 - ieeexplore.ieee.org
… Accurate task workload prediction is crucial in cloud resource management. In this paper,
we first measured and compared the state-of-the-art statistical and machine learning methods …

Machine learning techniques in emerging cloud computing integrated paradigms: A survey and taxonomy

D Soni, N Kumar - Journal of Network and Computer Applications, 2022 - Elsevier
… internet of things, machine learning in cloud computing, machine learning and security in
IoT… future trends in machine learning techniques for integrated cloud computing paradigms. A …

Machine learning based cloud computing anomalies detection

Z Chkirbene, A Erbad, R Hamila, A Gouissem… - IEEE …, 2020 - ieeexplore.ieee.org
… However, one of the major challenges in machine learning-… In the proposed system, we
combine a supervised machine learning … The machine learning algorithm is used to generate a …

HealthCloud: A system for monitoring health status of heart patients using machine learning and cloud computing

F Desai, D Chowdhury, R Kaur, M Peeters, RC Arya… - Internet of Things, 2022 - Elsevier
Machine, K-Nearest Neighbours, Neural Networks, Logistic Regression and Gradient Boosting
Trees. This paper evaluates these machine learning … of these machine learning models is …