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 …

Energy-efficient algorithms for dynamic virtual machine consolidation in cloud data centers

MA Khoshkholghi, MN Derahman, A Abdullah… - IEEE …, 2017 - ieeexplore.ieee.org
Cloud computing has become a significant research area in large-scale computing, because
it can share globally distributed resources. Cloud computing has evolved with the …

Novel heuristics for consolidation of virtual machines in cloud data centers using multi-criteria resource management solutions

E Arianyan, H Taheri, S Sharifian - The Journal of Supercomputing, 2016 - Springer
Increasing demand for acquiring diverse range of services has led to the establishment of
huge energy hungry cloud data centers all around the world. Cloud providers face with …

Energy-efficient virtual machine consolidation algorithm in cloud data centers

Z Zhou, Z Hu, J Yu, J Abawajy… - Journal of Central South …, 2017 - Springer
Cloud data centers consume a multitude of power leading to the problem of high energy
consumption. In order to solve this problem, an energy-efficient virtual machine (VM) …

Energy and quality of service-aware virtual machine consolidation in a cloud data center

A Tarafdar, M Debnath, S Khatua, RK Das - The Journal of …, 2020 - Springer
The large-scale virtualized Cloud data centers consume huge amount of electrical energy
leading to high operational costs and emission of greenhouse gases. Virtual machine (VM) …

Energy-efficient virtual machines consolidation in cloud data centers using reinforcement learning

F Farahnakian, P Liljeberg… - 2014 22nd Euromicro …, 2014 - ieeexplore.ieee.org
Dynamic consolidation techniques optimize resource utilization and reduce energy
consumption in Cloud data centers. They should consider the variability of the workload to …

An adaptive fuzzy threshold-based approach for energy and performance efficient consolidation of virtual machines

L Salimian, F Safi Esfahani, MH Nadimi-Shahraki - Computing, 2016 - Springer
Dynamic consolidation of virtual machines (VMs) is an effective technique, which can lead to
improvement of energy efficiency and resource utilization in cloud data centers. However …

Optimal online deterministic algorithms and adaptive heuristics for energy and performance efficient dynamic consolidation of virtual machines in cloud data centers

A Beloglazov, R Buyya - Concurrency and Computation …, 2012 - Wiley Online Library
The rapid growth in demand for computational power driven by modern service applications
combined with the shift to the Cloud computing model have led to the establishment of large …

Hybrid shuffled frog leaping algorithm for energy-efficient dynamic consolidation of virtual machines in cloud data centers

J Luo, X Li, M Chen - Expert Systems with Applications, 2014 - Elsevier
Cloud computing aims to provide dynamic leasing of server capabilities as scalable
virtualized services to end users. However, data centers hosting cloud applications consume …

Embedding individualized machine learning prediction models for energy efficient VM consolidation within Cloud data centers

SM Moghaddam, M O'Sullivan, C Walker… - Future Generation …, 2020 - Elsevier
The fast growth in demand for utility-based IT services has lead to the formation of large
scale Cloud data centers. The electrical energy consumption of these data centers results in …