A review of machine learning applications in human resource management

S Garg, S Sinha, AK Kar, M Mani - … and Performance Management, 2022 - emerald.com
… of machine learning (ML) adoption in the core functions of human resource management
(… emerges from multiple disciplines and uses different methods and theoretical frameworks. …

Machine learning for resource management in cellular and IoT networks: Potentials, current solutions, and open challenges

F Hussain, SA Hassan, R Hussain… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
… Use Cases To discuss the importance and requirements of ML techniques in various IoT
applications, we focus on resource management in cellular IoT networks and smart home envi…

A survey of machine learning applications for energy-efficient resource management in cloud computing environments

M Demirci - … conference on machine learning and applications  …, 2015 - ieeexplore.ieee.org
… review of machine learning applications towards energy … chine learning in this context is for
predicting future resource … to develop intelligent resource management policies which rely on …

[PDF][PDF] Applications of machine learning to resource management in cloud computing

CJ Huang, YW Wang, CT Guan, HM Chen… - International Journal of …, 2013 - academia.edu
… Hence, it is an important issue of resource management for the cloud system … resource
management scheme for cloud computing proposed in this work. An application service resource

Resource management in cloud computing using machine learning: A survey

S Goodarzy, M Nazari, R Han, E Keller… - … on Machine Learning …, 2020 - ieeexplore.ieee.org
… job scheduling and multi-resource scheduling. Machine learning techniques are extensively
… projects that leveraged machine learning techniques for resource management solutions in …

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

T Khan, W Tian, G Zhou, S Ilager, M Gong… - … Computer Applications, 2022 - Elsevier
… , resource optimisation, and energy optimisation, among others. This paper provides a detailed
review of machine learning-based resource management … , and machine learning use in …

Network resource management drives machine learning: a survey and future research direction

W Shafik, M Matinkhah, MN Sanda - Journal of Communications …, 2020 - ojs.jctecs.com
Machine learning is an application of artificial intelligence (AI) that provides systems the
ability to automatically learn and improve from experience without being explicitly programmed…

[图书][B] Machine learning for ecology and sustainable natural resource management

Machine learning is an entire suite of tools that cannot be ignored as the … new applications
of machine learning algorithms in wildlife biology, ecology, and natural resource management

Resource management with deep reinforcement learning

H Mao, M Alizadeh, I Menache, S Kandula - Proceedings of the 15th …, 2016 - dl.acm.org
… been combined with Deep Learning techniques to great effect in applications such as …
approaches are especially well-suited to resource management systems. First, decisions made by …

Applications of machine learning in resource management for RAN-slicing in 5G and beyond networks: A survey

Y Azimi, S Yousefi, H Kalbkhani, T Kunz - IEEE Access, 2022 - ieeexplore.ieee.org
… methods in different network scenarios of RAN resource management. In this paper, we …
-art applications of various machine learning approaches in RAN resource slicing management. …