Vm failure prediction based intelligent resource management model for cloud environments

D Saxena, AK Singh - 2022 Second International Conference …, 2022 - ieeexplore.ieee.org
This paper proposes a Virtual Machine (VM) failure prediction based intelligent cloud
resource management (FP-IRM) model that estimates failure of VMs proactively and assorts …

OFP-TM: an online VM failure prediction and tolerance model towards high availability of cloud computing environments

D Saxena, AK Singh - The Journal of Supercomputing, 2022 - Springer
The indispensable collaboration of cloud computing in every digital service has raised its
resource usage exponentially. The ever-growing demand of cloud resources evades service …

A fault tolerant elastic resource management framework toward high availability of cloud services

D Saxena, I Gupta, AK Singh… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Cloud computing has become inevitable for every digital service which has exponentially
increased its usage. However, a tremendous surge in cloud resource demand stave off …

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 …

Himfp: Hierarchical intelligent memory failure prediction for cloud service reliability

Q Yu, W Zhang, P Notaro, S Haeri… - 2023 53rd Annual …, 2023 - ieeexplore.ieee.org
In large-scale datacenters, memory failure is one of the leading causes of server crashes,
and uncorrectable error (UCE) is the major fault type indicating defects of memory modules …

Artificial intelligence enabled effective fault prediction techniques in cloud computing environment for improving resource optimization

JH Abro, C Li, M Shafiq, A Vishnukumar… - Scientific …, 2022 - Wiley Online Library
The bulk of the fault tolerance techniques that are in use today laid their primary emphasis,
in the event that a virtual machine fails, on the production of clones to replace it, rather than …

Energy efficient, resource-aware, prediction based VM provisioning approach for cloud environment

ABP Kumar, PVN Rao - International Journal of Ambient Computing …, 2020 - igi-global.com
Over the past few decades, computing environments have progressed from a single-user
milieu to highly parallel supercomputing environments, network of workstations (NoWs) and …

An energy aware resource allocation based on combination of CNN and GRU for virtual machine selection

Z Khodaverdian, H Sadr, SA Edalatpanah… - Multimedia tools and …, 2024 - Springer
The use of cloud computing service models is rapidly increasing, but inefficient resource
usage in cloud data centers can lead to great energy consumption and costs. To address …

Optimizing virtual machine migration in multi-clouds

ABMB Alam, T Halabi, A Haque… - 2020 International …, 2020 - ieeexplore.ieee.org
Cloud computing is susceptible to failures. Allocating Virtual machine (VM) in a reliable
fashion is considered as one of the crucial problems in Cloud computing environment. Most …

A threshold sensitive failure prediction method using support vector machine

A Fadaei Tehrani… - Multiagent and Grid …, 2017 - content.iospress.com
One of the current discussions concerning cloud computing environments involves the issue
of failure prediction that influences the delivery of on-demand services through the Internet …