[HTML][HTML] Host utilization prediction using hybrid kernel based support vector regression in cloud data centers

P Nehra, A Nagaraju - Journal of King Saud University-Computer and …, 2022 - Elsevier
The rapid growth in the cloud data center needs a dynamic resource provision to maintain
the Quality of Services parameters. To guarantee it, Virtual Machine Migration as part of VM …

QoS-aware service migration in multi-access edge compute using closed-loop adaptive particle swarm optimization algorithm

S Velrajan, V Ceronmani Sharmila - Journal of Network and Systems …, 2023 - Springer
In the 5G network, hosting services in multi-access edge compute (MEC) infrastructure is a
crucial enabler to achieving the high bandwidth and low latency targets for various …

An efficient host overload detection algorithm for cloud data center based on exponential weighted moving average

S Kulshrestha, S Patel - International Journal of Communication …, 2021 - Wiley Online Library
The major aim of data center (DC) is to optimize the three parameters, viz., energy
consumption, resource utilization, and quality of service (QoS). Our objective is to balance …

Deep learning-based multivariate resource utilization prediction for hotspots and coldspots mitigation in green cloud data centers

YS Patel, R Jaiswal, R Misra - The Journal of Supercomputing, 2022 - Springer
Dynamic virtual machine (VM) consolidation is a constructive technique to enhance
resource usage and is extensively employed to minimize data centers' energy consumption …

Kullback-Leibler distance criterion consolidation in cloud

S Rahmani, V Khajehvand, M Torabian - Journal of Network and Computer …, 2020 - Elsevier
The dynamic virtual machine (VM) consolidation is a key resource management technique
used for achieving a trade-off between performance and energy efficiency of cloud …

The mit supercloud dataset

S Samsi, ML Weiss, D Bestor, B Li… - 2021 IEEE High …, 2021 - ieeexplore.ieee.org
Artificial intelligence (AI) and Machine learning (ML) workloads are an increasingly larger
share of the compute workloads in traditional High-Performance Computing (HPC) centers …

A prediction-based model for virtual machine live migration monitoring in a cloud datacenter

SE Motaki, A Yahyaouy, H Gualous - Computing, 2021 - Springer
Live migration of virtual machines proves to be inexorable in providing load balancing
among physical devices and allowing scalability and flexibility in resource allocation. The …

OSVR: an efficient support vector regression model based host overload detection and secure virtual machine migration

S Parthasarathy - Journal of Ambient Intelligence and Humanized …, 2023 - Springer
The utilization of cloud computing server farms is developing quickly, and the interest in high-
performance computing (HPC), stockpiling, and systems administration assets for business …

A deep learning based steganography integration framework for ad-hoc cloud computing data security augmentation using the V-BOINC system

AA Mawgoud, MHN Taha, A Abu-Talleb… - Journal of Cloud …, 2022 - Springer
In the early days of digital transformation, the automation, scalability, and availability of cloud
computing made a big difference for business. Nonetheless, significant concerns have been …

Novel Approaches for Resource Management Across Edge Servers

K Surya, VMA Rajam - International Journal of Networked and Distributed …, 2023 - Springer
Edge computing aims at reducing computation and storage across the cloud and provides
service with reduced latency. Edge devices can be mobile devices, routers, cameras …