Challenges and issues of resource allocation techniques in cloud computing

A Abid, MF Manzoor, MS Farooq, U Farooq… - KSII Transactions on …, 2020 - koreascience.kr
… Section 3 presents the selection process for this study section 4 describes the mechanism
of resource allocation in cloud computing. The taxonomy and subdivisions of the presented …

Cloud computing virtualization of resources allocation for distributed systems

H Shukur, S Zeebaree, R Zebari, D Zeebaree… - Journal of Applied …, 2020 - jastt.org
resource allocation within cloud computing through virtualization in the datacenter. The paper
also aims to explore the role of virtualization in providing resourcesresources of the cloud

An efficient green computing fair resource allocation in cloud computing using modified deep reinforcement learning algorithm.

K Karthiban, JS Raj - Soft Computing-A Fusion of …, 2020 - search.ebscohost.com
… Like this, we are adopting a new strategy in resource allocation to obtain better
environment. The below is a short summary of the pseudo-code used in the proposed model. …

Profit-maximized collaborative computation offloading and resource allocation in distributed cloud and edge computing systems

H Yuan, MC Zhou - IEEE Transactions on Automation Science …, 2020 - ieeexplore.ieee.org
… and optimizes resource allocation for mobile edge computing (MEC) and cloud computing.
A distributed algorithm for computation offloading and resource allocation is designed to …

Resource allocation in 5G IoV architecture based on SDN and fog-cloud computing

B Cao, Z Sun, J Zhang, Y Gu - IEEE transactions on intelligent …, 2021 - ieeexplore.ieee.org
… This article examines the resource allocation of the tasks that are offloaded to the fog-cloud
system. According to the service requirements of the IoV, we construct a model that takes into …

[PDF][PDF] AI-driven innovations in cloud computing: Transforming scalability, resource management, and predictive analytics in distributed systems

P Nama, S Pattanayak, HS Meka - International Research Journal …, 2023 - researchgate.net
… on cloud infrastructure… resource allocation and auto-scaling mechanisms, enabling systems
to adapt to fluctuating demands seamlessly. It also explores AI-driven resource management

Energy-Aware AI-based Optimal Cloud Infra Allocation for Provisioning of Resources

OC Agomuo, OWB Jnr… - … /Distributed Computing  …, 2024 - ieeexplore.ieee.org
… Abstract—This paper presents a comprehensive study on optimizing resource allocation
in cloud computing environments using an ensemble of machine learning techniques and …

Deadline-based dynamic resource allocation and provisioning algorithms in fog-cloud environment

RK Naha, S Garg, A Chan, SK Battula - Future Generation Computer …, 2020 - Elsevier
… , firstly, we discuss the resource allocation and provisioning in Grid and Cloudresource
allocation and provisioning to handle the user dynamic behaviour in the Fog-Cloud environment. …

Learning-based resource allocation strategy for industrial IoT in UAV-enabled MEC systems

L Sun, L Wan, X Wang - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
… [28] studied an improved differential evolution algorithm for optimizing task scheduling
and resource allocation on cloud computing environment, and the proposed algorithm is well …

A cost-efficient container orchestration strategy in kubernetes-based cloud computing infrastructures with heterogeneous resources

Z Zhong, R Buyya - ACM Transactions on Internet Technology (TOIT), 2020 - dl.acm.org
… task allocation strategy for cost-efficient container orchestration through resource utilization
… Our motivation is to optimize this resource management process with the lowest amount of …