NEURAL NETWORK ON VIRTUALIZATION SYSTEM, AS A WAY TO MANAGE FAILURE EVENTS OCCURRENCE ON CLOUD COMPUTING

KM Pham - 2018 - scholarworks.lib.csusb.edu
Cloud computing is one important direction of current advanced technology trends, which is
dominating the industry in many aspects. These days Cloud computing has become an …

A new approach for vm failure prediction using stochastic model in cloud

A Rawat, R Sushil, A Agarwal… - IETE Journal of research, 2021 - Taylor & Francis
In the present study, a new approach is suggested for the prediction of virtual machine (VM)
failure based on the time series stochastic model. Motivated by various proactive fault …

[引用][C] Reliability simulation in cloud computing system

S Meng, X Qiu, L Luo, H Xu, M Lei - International Journal of …, 2018 - ijpe-online.com
With the large-scale increase of users, the reliability of the cloud system has become a
challenging issue in the industry and academia. Many researchers have studied the …

[PDF][PDF] Towards AI for cloud services reliability using combined metrics

TR Chhetri - kodu.ut.ee
With the emergence of cloud computing and the Quality of Services (QoS), Compute Power,
Performance, and Scalability it offers, the paradigm of computing has shifted towards the …

The application of artificial intelligence technology in cloud computing environment resources

X Wen, Y Zheng - Journal of Web Engineering, 2021 - ieeexplore.ieee.org
With the continuous innovation and development of modern computer science and mobile
Internet and other information technologies, artificial intelligence (AI) is not a new thing. It …

Critical System Event Prediction in Virtualized Cloud Computing Systems

Y Liu, Z Wu - 2014 - core.ac.uk
Yuanyao Liu Advisor: Zhengping Wu Department of Computer Science and Engineering
University of Bridgeport, Bridgeport, CT Cloud computing is an infrastructure that provides …

Intelligent reliability management in hyper-convergence cloud infrastructure using fuzzy inference system

N Tabassum, M Khan, S Abbas, T Alyas… - … Endorsed Transactions on …, 2019 - eudl.eu
Hyper-convergence is a new innovation in data center technology, it changes the way
clouds manage and maintain enterprise IT infrastructure. Hyper-convergence is more …

Performance evaluation of IaaS cloud using stochastic neural network

K Kotteswari, A Bharathi - Journal of Intelligent & Fuzzy …, 2022 - content.iospress.com
Cloud computing is an on-demand model that computes shared and dynamic resource
availability in a remote or independent location. Cloud computing provides many services …

A combined system metrics approach to cloud service reliability using artificial intelligence

TR Chhetri, CK Dehury, A Lind, SN Srirama… - Big Data and Cognitive …, 2022 - mdpi.com
Identifying and anticipating potential failures in the cloud is an effective method for
increasing cloud reliability and proactive failure management. Many studies have been …

Performance evaluation and reliability analysis of predictive hardware failure models in cloud platform using ReliaCloud-NS

R Sharma, R Singh - International Journal of Cloud …, 2021 - inderscienceonline.com
Cloud computing systems at the present time established as a promising trend in providing
the platform for coordinating large number of heterogeneous tasks and aims at delivering …