Adaptive virtual machine consolidation framework based on performance-to-power ratio in cloud data centers

W Ding, F Luo, L Han, C Gu, H Lu, J Fuentes - Future Generation Computer …, 2020 - Elsevier
Efficient resource management in a Cloud data center relies on minimizing energy
consumption and utilizing physical resource efficiently while maintaining the service-level …

Performance-to-power ratio aware resource consolidation framework based on reinforcement learning in cloud data centers

W Ding, F Luo, C Gu, H Lu, Q Zhou - IEEE Access, 2020 - ieeexplore.ieee.org
Dynamic consolidation of virtual machines (VMs) is presented as a significant technique of
energy conservation in cloud environments, which can eliminate the hotspot of overloaded …

Dynamic virtual machine consolidation algorithm based on balancing energy consumption and quality of service

W Li, Q Fan, W Cui, F Dang, X Zhang, C Dai - IEEE Access, 2022 - ieeexplore.ieee.org
Virtual machine consolidation (VMC) is an effective way to solve the problems of high power
consumption and low utilization in cloud data centers. However, large-scale virtual machine …

Enhancing energy-efficient and QoS dynamic virtual machine consolidation method in cloud environment

Y Liu, X Sun, W Wei, W Jing - IEEE Access, 2018 - ieeexplore.ieee.org
Virtual machine (VM) consolidation techniques are a means to improve energy efficiency
and the utilization of cloud data center resources. However, aggressive VM consolidation …

Autonomous DRL-based energy efficient VM consolidation for cloud data centers

K Abbas, J Hong, N Van Tu, JH Yoo, JWK Hong - Physical Communication, 2022 - Elsevier
The exponential data growth and demands for high computing resources lead to excessive
resource use in cloud data centers, which cause an increase in energy consumption and …

Adaptive DRL-based virtual machine consolidation in energy-efficient cloud data center

J Zeng, D Ding, K Kang, HM Xie… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The dramatic increasing of data and demands for computing capabilities may result in
excessive use of resources in cloud data centers, which not only causes the raising of …

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-aware VM consolidation in cloud data centers using utilization prediction model

F Farahnakian, T Pahikkala, P Liljeberg… - … on Cloud Computing, 2016 - ieeexplore.ieee.org
Virtual Machine (VM) consolidation provides a promising approach to save energy and
improve resource utilization in data centers. Many heuristic algorithms have been proposed …

Utilization-prediction-aware virtual machine consolidation approach for energy-efficient cloud data centers

SY Hsieh, CS Liu, R Buyya, AY Zomaya - Journal of Parallel and Distributed …, 2020 - Elsevier
In the age of the information explosion, the energy demand for cloud data centers has
increased markedly; hence, reducing the energy consumption of cloud data centers is …

An energy-efficient load balance strategy based on virtual machine consolidation in cloud environment

W Yao, Z Wang, Y Hou, X Zhu, X Li, Y Xia - Future Generation Computer …, 2023 - Elsevier
In the cloud computing environment, unbalanced utilization of multi-dimensional resources
in physical servers generates resource fragmentation, leading to inefficient resource …