[PDF][PDF] Applications of machine learning to resource management in cloud computing

CJ Huang, YW Wang, CT Guan, HM Chen… - International Journal of …, 2013 - academia.edu
… 1 illustrates the architecture of the resource management scheme for cloud computing
proposed in this work. An application service resource pool is used to collect all applications …

A machine learning model for improving virtual machine migration in cloud computing

A Belgacem, S Mahmoudi, MA Ferrag - The Journal of Supercomputing, 2023 - Springer
… technology impacts the performance of the cloud. It is a significant … issue by applying a
machine learning model to reduce the … two phases the machine learning preparing stage and the …

Malicious attack detection approach in cloud computing using machine learning techniques

M Arunkumar, K Ashok Kumar - Soft Computing, 2022 - Springer
… assaults in cloud computing environment via the use of a machine learning techniques both
… , and accessibility in cloud computing environment, while drastically reducing false alarms. …

[PDF][PDF] An approach for fault tolerance in cloud computing using machine learning technique

D Kochhar, H Jabanjalin - International Journal of Pure and …, 2017 - researchgate.net
… : Cloud computing has developed as a successful new paradigm in the IT industry. We can
define cloud computing in … over the cloud which are actively scalable. The dynamic settings of …

Analysis and detection of DDoS attacks on cloud computing environment using machine learning techniques

AR Wani, QP Rana, U Saxena… - 2019 Amity International …, 2019 - ieeexplore.ieee.org
… Abstract: The primary benefit of the cloud is that it elastically … various machine learning
algorithms: Support Vector Machine, … Machine, Random Forest and Naïve Bayes respectively …

Survey on machine learning based scheduling in cloud computing

NK Gondhi, A Gupta - Proceedings of the 2017 international conference …, 2017 - dl.acm.org
Cloud computing allows delivering computing resources by the means of internet. Cloud
has … Various cloud services provide services [26], the cost of which is computed in terms of …

Cloud computing and IoT based intelligent monitoring system for photovoltaic plants using machine learning techniques

M Emamian, A Eskandari, M Aghaei, A Nedaei… - Energies, 2022 - mdpi.com
… IoT platform, a cloud service, and a web monitoring software for end-users. Accordingly,
we present a cloud service for data processing (cloud computing), cloud storage for recording …

Modeling cloud computing risk assessment using machine learning

N Ahmed, A Abraham - … for Industrial Advancement: Proceedings of the …, 2015 - Springer
… Before consumers start using cloud computing services they … In Section 2 we give a brief
summary about the cloud computing … risk factors associated with cloud computing as follows: …

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 …

A survey of machine learning applications for energy-efficient resource management in cloud computing environments

M Demirci - … 14th international conference on machine learning …, 2015 - ieeexplore.ieee.org
… resource management, and machine learning solutions targeting objectives besides energy
machine learning has been used by researchers to improve energy efficiency in the cloud. …