A secure and multiobjective virtual machine placement framework for cloud data center

D Saxena, I Gupta, J Kumar, AK Singh… - IEEE Systems …, 2021 - ieeexplore.ieee.org
To facilitate cost-effective and elastic computing benefits to the cloud users, the energy-
efficient and secure allocation of virtual machines (VMs) plays a significant role at the data …

Data security and privacy in cloud computing: concepts and emerging trends

R Gupta, D Saxena, AK Singh - arXiv preprint arXiv:2108.09508, 2021 - arxiv.org
Millions of users across the world leverages data processing and sharing benefits from
cloud environment. Data security and privacy are inevitable requirement of cloud …

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 …

Performance analysis of machine learning centered workload prediction models for cloud

D Saxena, J Kumar, AK Singh… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The precise estimation of resource usage is a complex and challenging issue due to the
high variability and dimensionality of heterogeneous service types and dynamic workloads …

Quantum machine learning driven malicious user prediction for cloud network communications

R Gupta, D Saxena, I Gupta, A Makkar… - IEEE Networking …, 2022 - ieeexplore.ieee.org
This letter proposes a novel malicious user prediction model based on quantum machine
learning that estimates the vicious entity present in the communication system precedently …

An AI-driven VM threat prediction model for multi-risks analysis-based cloud cybersecurity

D Saxena, I Gupta, R Gupta, AK Singh… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Cloud virtualization technology, ingrained with physical resource sharing, prompts
cybersecurity threats on users' virtual machines (VMs) due to the presence of inevitable …

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 …

Emerging vm threat prediction and dynamic workload estimation for secure resource management in industrial clouds

D Saxena, R Gupta, AK Singh… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The inefficient sharing of industrial cloud resour-ces among multiple users and
vulnerabilities of virtual machines (VM) s and servers prompt unauthorized access to users' …

A sustainable and secure load management model for green cloud data centres

D Saxena, AK Singh, CN Lee, R Buyya - Scientific Reports, 2023 - nature.com
The massive upsurge in cloud resource demand and inefficient load management stave off
the sustainability of Cloud Data Centres (CDCs) resulting in high energy consumption …

An ai-driven intelligent traffic management model for 6g cloud radio access networks

SR Swain, D Saxena, J Kumar… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
This letter proposes a novel Cloud Radio Access Network (C-RAN) traffic analysis and
management model that estimates probable RAN traffic congestion and mitigate its effect by …