Fine-grained energy consumption model of servers based on task characteristics in cloud data center
In this paper, we address the problem of accurately modeling the cloud data center energy
consumption. As minimizing energy consumption has become a crucial issue for the efficient …
consumption. As minimizing energy consumption has become a crucial issue for the efficient …
An artificial neural network approach to power consumption model construction for servers in cloud data centers
The power consumption estimation or prediction of cloud servers is the basis of energy-
aware scheduling to realize energy saving in cloud datacenters. The existing works are …
aware scheduling to realize energy saving in cloud datacenters. The existing works are …
A unified model for holistic power usage in cloud datacenter servers
Cloud datacenters are compute facilities formed by hundreds and thousands of
heterogeneous servers requiring significant power requirements to operate effectively …
heterogeneous servers requiring significant power requirements to operate effectively …
Energy-efficient resource allocation and provisioning framework for cloud data centers
Energy efficiency has recently become a major issue in large data centers due to financial
and environmental concerns. This paper proposes an integrated energy-aware resource …
and environmental concerns. This paper proposes an integrated energy-aware resource …
Linear power modeling for cloud data centers: taxonomy, locally corrected linear regression, simulation framework and evaluation
Cloud computing is a novel paradigm, where the limitations of ubiquitous connected devices
in terms of computing, data access, networking and storage are solved through the use of …
in terms of computing, data access, networking and storage are solved through the use of …
Power modeling for energy-efficient resource management in a cloud data center
An accurate host power model is necessary for effective power management in data centers
which is crucial for reducing energy consumption and cost. One should evaluate the power …
which is crucial for reducing energy consumption and cost. One should evaluate the power …
Power consumption model based on feature selection and deep learning in cloud computing scenarios
Y Liang, Z Hu, K Li - IET Communications, 2020 - Wiley Online Library
High power consumption of cloud data centres is a crucial challenge in modern cloud
computing. To comply with the conceptions of green computing, power consumption …
computing. To comply with the conceptions of green computing, power consumption …
Computing server power modeling in a data center: Survey, taxonomy, and performance evaluation
L Ismail, H Materwala - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Data centers are large-scale, energy-hungry infrastructure serving the increasing
computational demands as the world is becoming more connected in smart cities. The …
computational demands as the world is becoming more connected in smart cities. The …
A sensor predictive model for power consumption using machine learning
N Moocheet, B Jaumard, P Thibault… - 2023 IEEE 12th …, 2023 - ieeexplore.ieee.org
Reducing the power consumption of computing devices remains a challenge for the data
center industry. In 2022, it represents approximately 2% of global electricity consumption …
center industry. In 2022, it represents approximately 2% of global electricity consumption …
A heuristic task scheduling algorithm based on server power efficiency model in cloud environments
As the ever-growing energy consumption rises as a global concern, energy conservation in
cloud data centers has become a topic of interest. Based on extensive research and …
cloud data centers has become a topic of interest. Based on extensive research and …