AI-driven resource management strategies for cloud computing systems, services, and applications

S Kanungo - World Journal of Advanced Engineering Technology …, 2024 - wjaets.com
Cloud computing is a way for businesses and individuals to It has changed and
revolutionized the way we access and use resources. However, efficient resource …

Machine learning (ML)-centric resource management in cloud computing: A review and future directions

T Khan, W Tian, G Zhou, S Ilager, M Gong… - Journal of Network and …, 2022 - Elsevier
Cloud computing has rapidly emerged as a model for delivering Internet-based utility
computing services. Infrastructure as a Service (IaaS) is one of the most important and …

Artificial intelligence usage in cloud application performance improvement

AR Kunduru - Central Asian Journal of …, 2023 - cajmtcs.centralasianstudies.org
The rapid proliferation of cloud computing has transformed the way businesses and
organizations deploy and manage their applications. Ensuring optimal performance of these …

Efficient resource management techniques in cloud computing environment: a review and discussion

F Nzanywayingoma, Y Yang - International Journal of Computers …, 2019 - Taylor & Francis
The increasing number of cloud computing infrastructure and the users' demands for
services has made the cloud resource management an impossible task to be manually …

Performance-aware management of cloud resources: a taxonomy and future directions

SK Moghaddam, R Buyya… - ACM Computing Surveys …, 2019 - dl.acm.org
The dynamic nature of the cloud environment has made the distributed resource
management process a challenge for cloud service providers. The importance of …

Resource management for Infrastructure as a Service (IaaS) in cloud computing: A survey

SS Manvi, GK Shyam - Journal of network and computer applications, 2014 - Elsevier
The cloud phenomenon is quickly becoming an important service in Internet computing.
Infrastructure as a Service (IaaS) in cloud computing is one of the most significant and …

An adaptive resource management scheme in cloud computing

CJ Huang, CT Guan, HM Chen, YW Wang… - … Applications of Artificial …, 2013 - Elsevier
There are various significant issues in resource allocation, such as maximum computing
performance and green computing, which have attracted researchers' attention recently …

An Extensive Exploration of Techniques for Resource and Cost Management in Contemporary Cloud Computing Environments

RSSK Dittakavi - Applied Research in Artificial Intelligence and …, 2021 - researchberg.com
Resource and cost optimization techniques in cloud computing environments target
minimizing expenditure while ensuring efficient resource utilization. This study categorizes …

Resource management in cloud computing: classification and taxonomy

SM Parikh, NM Patel, HB Prajapati - arXiv preprint arXiv:1703.00374, 2017 - arxiv.org
Cloud Computing is a new era of remote computing/Internet based computing where one
can access their personal resources easily from any computer through Internet. Cloud …

[PDF][PDF] A survey on resource allocation and monitoring in cloud computing

MH Mohamaddiah, A Abdullah… - International Journal of …, 2014 - academia.edu
The cloud provider plays a major role especially providing resources such as computing
power for the cloud subscriber to deploy their applications on multiple platforms anywhere; …