A review of machine learning applications in human resource management

S Garg, S Sinha, AK Kar, M Mani - … and Performance Management, 2022 - emerald.com
… articles to identify the degree, scope and purposes of machine learning (ML) adoption in
the core functions of human resource management (HRM). Design/methodology/approach – A …

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
… - and DL-based resource management mechanisms in cellular wireless … resource management
in cellular IoT and low-power IoT networks, review the traditional resource management

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
… , resource optimisation, and energy optimisation, among others. This paper provides a detailed
review of machine learning-based resource management … , and machine learning use in …

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 …

Dynamic multicore resource management: A machine learning approach

JF Martinez, E Ipek - IEEE micro, 2009 - ieeexplore.ieee.org
… of contexts to tackle resource allocation, scheduling, load … machine learning’’ sidebar). In
this article, we advocate dynamic multicore resource management based on machine learning

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
management that sliced into five different isolated categories with miscellaneous resource
management necessities where we present table 1 showing major resource management

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

M Demirci - … 14th international conference on machine learning …, 2015 - ieeexplore.ieee.org
resource management from two directions: optimizations for energy-efficient resource
management, and machine learning … topic in this work: how machine learning has been used by …

[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
resource management scheme for cloud computing proposed in this work. An application
service resource … to record the overall utilization of system resources. Furthermore, a physical …

Optimising resource management for embedded machine learning

L Xun, L Tran-Thanh, BM Al-Hashimi… - … Design, Automation & …, 2020 - ieeexplore.ieee.org
… Abstract—Machine learning inference … resource management in heterogeneous multi-core
systems and show how they can be applied to optimise the performance of machine learning

Machine learning techniques to support many-core resource management: Challenges and opportunities

M Rapp, H Amrouch, M Wolf… - … on Machine Learning for …, 2019 - ieeexplore.ieee.org
… , and recently in runtime resource management [8]. They … run-time resource management
creates unique challenges … machine learning to support run-time resource management. • …