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 …

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 …

A resource contention analysis framework for diagnosis of application performance anomalies in consolidated cloud environments

T Matsuki, N Matsuoka - Proceedings of the 7th ACM/SPEC on …, 2016 - dl.acm.org
Cloud services have made large contributions to the agile developments and rapid revisions
of various applications. However, the performance of these applications is still one of the …

ACAS: An anomaly-based cause aware auto-scaling framework for clouds

SK Moghaddam, R Buyya… - Journal of Parallel and …, 2019 - Elsevier
Cloud computing as a model to deliver distributed resource and services on the pay-as-you-
go policy has become increasingly popular for all organizations including industry. However …

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 Algorithms for Dynamic Resource Allocation in Cloud Computing: Optimization Techniques and Real-World Applications

M Abouelyazid - Journal of AI-Assisted Scientific Discovery, 2021 - scienceacadpress.com
The ever-increasing demand for scalable and on-demand computing resources has
propelled cloud computing to the forefront of modern IT infrastructure. However, efficiently …

[PDF][PDF] Leveraging AI for Cost Efficiency and Optimized Cloud Resource Management

MJ Goswami - International Journal of New Media Studies …, 2020 - researchgate.net
In the era of cloud computing, businesses are increasingly reliant on cloud services for
scalability, flexibility, and cost-effectiveness. However, with the growing complexity of cloud …

Performance evaluation of resource management in cloud computing environments

BG Batista, JC Estrella, CHG Ferreira, DML Filho… - PloS one, 2015 - journals.plos.org
Cloud computing is a computational model in which resource providers can offer on-
demand services to clients in a transparent way. However, to be able to guarantee quality of …

vPerfGuard: An automated model-driven framework for application performance diagnosis in consolidated cloud environments

P Xiong, C Pu, X Zhu, R Griffith - Proceedings of the 4th ACM/SPEC …, 2013 - dl.acm.org
Many business customers hesitate to move all their applications to the cloud due to
performance concerns. White-box diagnosis relies on human expert experience or …

A decision matrix and monitoring based framework for infrastructure performance enhancement in a cloud based environment

M Alam, KA Shakil - arXiv preprint arXiv:1412.8029, 2014 - arxiv.org
Cloud environment is very different from traditional computing environment and therefore
tracking the performance of cloud leverages additional requirements. The movement of data …