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 …

DDoS attack detection using machine learning techniques in cloud computing environments

M Zekri, S El Kafhali, N Aboutabit… - … of cloud computing …, 2017 - ieeexplore.ieee.org
machine learning in order to pinpoint our system and have some grasp of what machine
learning … In other hands we focus in this paper on detection schemes we use machine learning

Machine learning (ML)-centric resource management in cloud computing: A review and future directions

T Khan, W Tian, G Zhou, S Ilager, M Gong… - … of Network and Computer …, 2022 - Elsevier
… This paper provides a detailed review of machine learning-based resource … of cloud
computing like service models, deployment models, and machine learning use in cloud computing. …

Assessment of machine learning algorithms in cloud computing frameworks

K Li, C Gibson, D Ho, Q Zhou, J Kim… - 2013 IEEE Systems …, 2013 - ieeexplore.ieee.org
… with effective machine learning algorithms limits the ability of practitioners to make effective
use of cloud computing. This research compares various machine learning algorithms on the …

Resource management in cloud computing using machine learning: A survey

S Goodarzy, M Nazari, R Han, E Keller… - … on Machine Learning …, 2020 - ieeexplore.ieee.org
Machine learning techniques are extensively used in this area. In this paper, we present a
machine learning techniques for resource management solutions in the cloud computing

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 …

[PDF][PDF] Machine Learning Based Resource Allocation of Cloud Computing in Auction.

J Zhang, N Xie, X Zhang, K Yue, W Li… - Computers, Materials & …, 2018 - researchgate.net
… Abstract: Resource allocation in auctions is a challenging problem for cloud computing. …
of machine learning to model and analyze the multi-dimensional cloud resource allocation …

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

[PDF][PDF] Machine learning in ScalOps, a higher order cloud computing language

M Weimer, T Condie, R Ramakrishnan - … large-scale machine learning  …, 2011 - Citeseer
… language from a machine learning perspective by presenting … examples from the machine
learning and graph analytics … the quintessentially parallel machine learning algorithm. We then …

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 …