131 citations · 503 across the 11 of their papers we have counts for
8 papers · 1 filter
An AI-driven intelligent traffic management model for 6G cloud radio access networks
Smruti Rekha Swain, Deepika Saxena, Jatinder Kumar +2
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 adop…
A Fault Tolerant Elastic Resource Management Framework Towards High Availability of Cloud Services
Deepika Saxena, Ishu Gupta, Ashutosh Kumar Singh +1
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 service…
A proactive autoscaling and energy-efficient VM allocation framework using online multi-resource neural network for cloud data center
Deepika Saxena, Ashutosh Kumar Singh
This work proposes an energy-efficient resource provisioning and allocation framework to meet the dynamic demands of future applications. The frequent variations in a cloud user's…
A High Availability Management Model based on VM Significance Ranking and Resource Estimation for Cloud Applications
Deepika Saxena, Ashutosh Kumar Singh
Massive upsurge in cloud resource usage stave off service availability resulting into outages, resource contention, and excessive power-consumption. The existing approaches have ad…
A Quantum Approach Towards the Adaptive Prediction of Cloud Workloads
Ashutosh Kumar Singh, Deepika Saxena, Jitendra Kumar +1
This work presents a novel Evolutionary Quantum Neural Network (EQNN) based workload prediction model for Cloud datacenter. It exploits the computational efficiency of quantum comp…
an intelligent security centered resource-efficient resource management model for cloud computing environments
Deepika Saxena, Ashutosh Kumar Singh
This paper proposes a conceptual model for a secure and performance-efficient workload management model in cloud environments. In this model, a resource management unit is employed…