Enhancement in performance of cloud computing task scheduling using optimization strategies

R Sandhu, M Faiz, H Kaur, A Srivastava, V Narayan - Cluster Computing, 2024 - Springer
Providing scalable and affordable computing resources has become possible thanks to the
development of the cloud computing concept. In cloud environments, efficient task …

HMM-CPM: a cloud instance resource prediction method tracing the workload trends via hidden Markov model

Z Yang, X Wang, R Li, Y Liu - Cluster Computing, 2024 - Springer
Accurate prediction of cloud resource instances is becoming increasingly important for
public cloud users and cloud service providers, because it touches on the reasonable …

Policies and metrics for schedulers in cloud data-centers using CloudSim simulator

L Sankaran, JS Saleema, B Suleiman - International Journal of Data …, 2023 - Springer
Today's cloud technology consumers must address escalating computing and storage
demands for services and applications. However, decision-making on provisioning and …

A Multilevel Learning Model for Predicting CPU Utilization in Cloud Data Centers

M Daraghmeh, A Agarwal… - 2023 IEEE Intl Conf on …, 2023 - ieeexplore.ieee.org
In the contemporary era of cloud computing, efficient and precise prediction of CPU
utilization ensures optimal performance and energy efficiency in data centers. Traditional …

Regression-Based Approach for Proactive Predictive Modeling of Efficient Cloud Cost Estimation

M Daraghmeh, A Agarwal… - 2023 Tenth International …, 2023 - ieeexplore.ieee.org
Businesses increasingly lean on cloud-based solutions in the contemporary digital
landscape, drawn by their scalability and adaptability. Navigating the financial intricacies of …

Mutation-Based Glow Worm Swarm Optimization for Efficient Load Balancing in Cloud Computing

A Singh, S Kashyap - … in Cloud Computing Analytics, Scalability, and …, 2024 - igi-global.com
Cloud computing has evolved as an innovation that facilitates tasks by dynamically
distributing virtual machines. User has to pay for the resources as per the demand. This is a …

Machine Learning-Driven Strategies for Efficient Resource Management in Cloud Data Centers

D Mustafa - 2024 - spectrum.library.concordia.ca
Cloud computing is one of the major paradigms in the information technology industry,
offering diverse scalable on-demand services over the Internet. Nevertheless, managing …

[PDF][PDF] Profit-Aware Proactive Slicing Resource Provisioning with Traffic Uncertainty in Multi-Tenant FlexE-over-WDM Networks

Q Guo, Z Ming, H Yu, Y Chen, T Taleb - mosaic-lab.org
Addressing the pressing requirement for dynamic and intelligent allocation of slicing
resources, the dynamic provisioning of resources based on traffic predictions has emerged …