[HTML][HTML] Enhanced virtual machine migration for energy sustainability optimization in cloud computing through knowledge acquisition

D Seddiki, FJM Carrascosa, SG Galán… - Computers and …, 2024 - Elsevier
Cloud computing has revolutionized the way businesses and organizations manage their
computational workloads. However, the massive data centers that support cloud services …

Deep reinforcement learning-based scheduling in distributed systems: a critical review

Z Jalali Khalil Abadi, N Mansouri, MM Javidi - Knowledge and Information …, 2024 - Springer
Many fields of research use parallelized and distributed computing environments, including
astronomy, earth science, and bioinformatics. Due to an increase in client requests, service …

[HTML][HTML] Machine Learning to Estimate Workload and Balance Resources with Live Migration and VM Placement

T Hidayat, K Ramli, N Thereza, A Daulay, R Rushendra… - Informatics, 2024 - mdpi.com
Currently, utilizing virtualization technology in data centers often imposes an increasing
burden on the host machine (HM), leading to a decline in VM performance. To address this …

Soft computing in computer network security protection system with machine learning based on level protection in the cloud environment

M Thomas, MV Gupta, V Gokul Rajan, R Rajalakshmi… - Soft Computing, 2023 - Springer
Artificial neural networks (ANN), fuzzy inference systems, approximate reasoning, and
derivative-free optimization approaches like evolutionary computation, among others, are all …

Machine Learning Centered Energy Optimization In Cloud Computing: A Review

N Puso, T Sigwele… - Indonesian Journal of …, 2023 - section.iaesonline.com
The rapid growth of cloud computing has led to a significant increase in energy
consumption, which is a major concern for the environment and economy. To address this …

Comprehensive Analysis of VM Migration Trends in Cloud Data Centers

S Singh, D Singh - Recent Patents on Engineering, 2023 - ingentaconnect.com
Background: Virtualization adequately maintains increasing requirements for storage,
networking, servers, and computing in exhaustive cloud data centers (CDC) s. Virtualization …

Towards Sustainable Cloud Computing: Load Balancing with Nature-Inspired Meta-Heuristic Algorithms

P Li, H Wang, G Tian, Z Fan - Electronics, 2024 - mdpi.com
Cloud computing is considered suitable for organizations thanks to its flexibility and the
provision of digital services via the Internet. The cloud provides nearly limitless computing …

Towards AI-Assisted Sustainable Adaptive Video Streaming Systems: Tutorial and Survey

R Farahani, Z Azimi, C Timmerer, R Prodan - arXiv preprint arXiv …, 2024 - arxiv.org
Improvements in networking technologies and the steadily increasing numbers of users, as
well as the shift from traditional broadcasting to streaming content over the Internet, have …

Virtual Machine Allocation in Cloud Computing Environments using Giant Trevally Optimizer

Z Hai-yu - … Journal of Advanced Computer Science and …, 2023 - search.proquest.com
Cloud computing has gained prominence due to its potential for computational tasks, but the
associated energy consumption and carbon emissions remain significant challenges …

Towards Improving 5G Quality of Experience: Fuzzy as a Mathematical Model to Migrate Virtual Machine Server in The Defined Time Frame

T Hidayat, K Ramli, RD Mardian… - Journal of Applied …, 2023 - yrpipku.com
The industry and government have recently acknowledged and used virtual machines (VM)
to promote their businesses. During the process of VM, some problems might occur. The …