Elasticity in cloud computing: state of the art and research challenges

Y Al-Dhuraibi, F Paraiso, N Djarallah… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Elasticity is a fundamental property in cloud computing that has recently witnessed major
developments. This article reviews both classical and recent elasticity solutions and …

A review of auto-scaling techniques for elastic applications in cloud environments

T Lorido-Botran, J Miguel-Alonso, JA Lozano - Journal of grid computing, 2014 - Springer
Cloud computing environments allow customers to dynamically scale their applications. The
key problem is how to lease the right amount of resources, on a pay-as-you-go basis …

An energy efficient ant colony system for virtual machine placement in cloud computing

XF Liu, ZH Zhan, JD Deng, Y Li, T Gu… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Virtual machine placement (VMP) and energy efficiency are significant topics in cloud
computing research. In this paper, evolutionary computing is applied to VMP to minimize the …

Cloud computing resource scheduling and a survey of its evolutionary approaches

ZH Zhan, XF Liu, YJ Gong, J Zhang… - ACM Computing …, 2015 - dl.acm.org
A disruptive technology fundamentally transforming the way that computing services are
delivered, cloud computing offers information and communication technology users a new …

Machine learning methods for reliable resource provisioning in edge-cloud computing: A survey

TL Duc, RG Leiva, P Casari, PO Östberg - ACM Computing Surveys …, 2019 - dl.acm.org
Large-scale software systems are currently designed as distributed entities and deployed in
cloud data centers. To overcome the limitations inherent to this type of deployment …

A multi-objective ant colony system algorithm for virtual machine placement in cloud computing

Y Gao, H Guan, Z Qi, Y Hou, L Liu - Journal of computer and system …, 2013 - Elsevier
Virtual machine placement is a process of mapping virtual machines to physical machines.
The optimal placement is important for improving power efficiency and resource utilization in …

A survey on virtual machine migration and server consolidation frameworks for cloud data centers

RW Ahmad, A Gani, SHA Hamid, M Shiraz… - Journal of network and …, 2015 - Elsevier
Abstract Modern Cloud Data Centers exploit virtualization for efficient resource management
to reduce cloud computational cost and energy budget. Virtualization empowered by virtual …

An overview of virtual machine placement schemes in cloud computing

M Masdari, SS Nabavi, V Ahmadi - Journal of Network and Computer …, 2016 - Elsevier
Abstract In cloud computing, Virtual Machine (VM) placement is a critical operation which is
conducted as part of the VM migration and aimed to find the best Physical Machine (PM) to …

Energy-aware ant colony based workload placement in clouds

E Feller, L Rilling, C Morin - 2011 IEEE/ACM 12th International …, 2011 - ieeexplore.ieee.org
With increasing numbers of energy hungry data centers energy conservation has now
become a major design constraint. One traditional approach to conserve energy in …

PACO-VMP: parallel ant colony optimization for virtual machine placement

J Peake, M Amos, N Costen, G Masala… - Future Generation …, 2022 - Elsevier
Abstract The Virtual Machine Placement (VMP) problem is a challenging optimization task
that involves the assignment of virtual machines to physical machines in a cloud computing …