Power consumption estimation models for processors, virtual machines, and servers

C Möbius, W Dargie, A Schill - IEEE Transactions on Parallel …, 2013 - ieeexplore.ieee.org
The power consumption of presently available Internet servers and data centers is not
proportional to the work they accomplish. The scientific community is attempting to address …

Power metering for virtual machine in cloud computing-challenges and opportunities

C Gu, H Huang, X Jia - IEEE Access, 2014 - ieeexplore.ieee.org
The virtual machine (VM) is the most basic unit for virtualization and resource allocation. The
study of VM power metering is the key to reducing the power consumption of data centers. In …

ECMS: An edge intelligent energy efficient model in mobile edge computing

Z Zhou, M Shojafar, J Abawajy, H Yin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the increasing popularity of mobile edge computing (MEC) for processing intensive and
delay sensitive IoT applications, the problem of high energy consumption of MEC has …

Process-level power estimation in vm-based systems

M Colmant, M Kurpicz, P Felber, L Huertas… - Proceedings of the …, 2015 - dl.acm.org
Power estimation of software processes provides critical indicators to drive scheduling or
power cap** heuristics. State-of-the-art solutions can perform coarse-grained power …

Fine-grained energy consumption model of servers based on task characteristics in cloud data center

Z Zhou, JH Abawajy, F Li, Z Hu, MU Chowdhury… - IEEE …, 2017 - ieeexplore.ieee.org
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 …

Layered green performance indicators

A Kipp, T Jiang, M Fugini, I Salomie - Future Generation Computer Systems, 2012 - Elsevier
This paper presents a novel approach to characterising energy consumption in IT service
centres comprising the whole system view, from the IT infrastructures, to the applications and …

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 …

How much does a VM cost? Energy-proportional Accounting in VM-based Environments

M Kurpicz, AC Orgerie, A Sobe - 2016 24th Euromicro …, 2016 - ieeexplore.ieee.org
The costs of current data centers are mostly driven by their energy consumption (specifically
by the air conditioning, computing and networking infrastructure). Yet, current pricing models …

Virtual machine power measuring technique with bounded error in cloud environments

P **ao, Z Hu, D Liu, G Yan, X Qu - Journal of Network and Computer …, 2013 - Elsevier
In virtualized datacenters, accurately measuring the power consumption of virtual machines
(VMs) is the prerequisite to achieve the goal of fine-grained power management. However …

An experiment-driven energy consumption model for virtual machine management systems

M Callau-Zori, L Samoila, AC Orgerie… - … Computing: Informatics and …, 2018 - Elsevier
As energy consumption is becoming critical in Cloud data centers, Cloud providers are
adopting energy-efficient virtual machines management systems. These systems essentially …