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 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 …

Practical machine learning based on cloud computing resources

KN Agavanakis, G Karpetas, M Taylor… - AIP Conference …, 2019 - pubs.aip.org
… The overwhelm of advanced and high-performance cloud computing resources has currently
… But although machine learning and cloud computing are not necessarily converging, the …

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 …

Cloudmach: Cloud computing application performance improvement through machine learning

MA Sharkh, Y Xu, E Leyder - … on Electrical and Computer …, 2020 - ieeexplore.ieee.org
… impact that machine learning algorithms can have on Cloud application … Cloud providers
and clients. In this work, we evaluate the efficiency of machine learning algorithms in the Cloud

Secure machine learning scenario from big data in cloud computing via internet of things network

CL Stergiou, AP Plageras, KE Psannis… - Handbook of Computer …, 2020 - Springer
… The Cloud Computing (CC) technology refers to an infrastructure … In this paper, we survey
IoT and Cloud Computing … aforementioned technologies (ie, Cloud Computing and IoT) have …

Application of Machine Learning Optimization in Cloud Computing Resource Scheduling and Management

Y Zhang, B Liu, Y Gong, J Huang, J Xu… - arXiv preprint arXiv …, 2024 - arxiv.org
… problems in cloud computing resource scheduling and management using machine learning
… resource utilization and unbalanced load in the cloud environment, this study proposes a …

[PDF][PDF] Machine learning load balancing techniques in cloud computing: A review

JG Muchori, PM Mwangi - 2022 - 41.89.243.34
cloud computing, then load balancing in cloud computing, machine learning-based load
balancing in cloud computing and deep learning-based load balancing in cloud computing. The …

VM reservation plan adaptation using machine learning in cloud computing

B Sniezynski, P Nawrocki, M Wilk, M Jarzab… - … of Grid Computing, 2019 - Springer
… Abstract In this paper we propose a novel reservation plan adaptation system based on
machine learning. In the context of cloud auto-scaling, an important issue is the ability to define …

Predicting the growth and trend of COVID-19 pandemic using machine learning and cloud computing

S Tuli, S Tuli, R Tuli, SS Gill - Internet of things, 2020 - Elsevier
Machine Learning (ML) and Data Science community are striving hard to improve the … ,
we propose a Machine Learning model that can be run continuously on Cloud Data Centers (…