Machine learning for energy-resource allocation, workflow scheduling and live migration in cloud computing: State-of-the-art survey

Y Kumar, S Kaul, YC Hu - Sustainable Computing: Informatics and Systems, 2022 - Elsevier
Abstract Machine learning and artificial intelligence techniques have been proven helpful
when pragmatic to a wide range of complex problems and areas such as energy …

[HTML][HTML] RETRACTED ARTICLE: Improving cloud efficiency through optimized resource allocation technique for load balancing using LSTM machine learning …

M Ashawa, O Douglas, J Osamor, R Jackie - Journal of Cloud Computing, 2022 - Springer
Allocating resources is crucial in large-scale distributed computing, as networks of
computers tackle difficult optimization problems. Within the scope of this discussion, the …

[PDF][PDF] Load balancing optimization based on deep learning approach in cloud environment

A Kaur, B Kaur, P Singh, MS Devgan… - International Journal of …, 2020 - researchgate.net
Load balancing is a significant aspect of cloud computing which is essential for identical
load sharing among resources like servers, network interfaces, hard drives (storage) and …

Effectiveness review of the machine learning algorithms for scheduling in cloud environment

GU Srikanth, R Geetha - Archives of Computational Methods in …, 2023 - Springer
Cloud computing becomes rapid growing technology using virtualization and Service
Oriented Architecture (SOA), developed as one of the sought-after computing models. It is a …

Machine learning techniques in emerging cloud computing integrated paradigms: A survey and taxonomy

D Soni, N Kumar - Journal of Network and Computer Applications, 2022 - Elsevier
Cloud computing offers Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and
Software as a Service (SaaS) to provide compute, network, and storage capabilities to the …

[HTML][HTML] Recent advancement in VM task allocation system for cloud computing: review from 2015 to2021

A Ullah, NM Nawi, S Ouhame - Artificial Intelligence Review, 2022 - Springer
Cloud computing is new technology that has considerably changed human life at different
aspect over the last decade. Especially after the COVID-19 pandemic, almost all life activity …

Cloud Computing for Large-Scale Resource Computation and Storage in Machine Learning

Y Wang, Q Bao, J Wang, G Su… - Journal of Theory and …, 2024 - centuryscipub.com
With the rapid development of Internet technology, cloud computing technology has
gradually entered people's lives. Cloud computing provides users with various IT resources …

A learning automata-based algorithm for energy and SLA efficient consolidation of virtual machines in cloud data centers

M Ranjbari, JA Torkestani - Journal of Parallel and Distributed Computing, 2018 - Elsevier
Resource management in cloud computing consists of allocating processing resources,
storage, and network to a set of software applications. Resource providers focus on …

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 …

Green machine learning for green cloud energy efficiency

MB Hassan, RA Saeed, O Khalifa, ES Ali… - 2022 IEEE 2nd …, 2022 - ieeexplore.ieee.org
The efficiency of energy in cloud computing (CC) is one of the critical and vital parameters
for large server-based networks due to CC consuming a great amount of energy and the …