Data center energy consumption modeling: A survey

M Dayarathna, Y Wen, R Fan - IEEE Communications surveys …, 2015 - ieeexplore.ieee.org
Data centers are critical, energy-hungry infrastructures that run large-scale Internet-based
services. Energy consumption models are pivotal in designing and optimizing energy …

A survey of power and energy predictive models in HPC systems and applications

K O'brien, I Pietri, R Reddy, A Lastovetsky… - ACM Computing …, 2017 - dl.acm.org
Power and energy efficiency are now critical concerns in extreme-scale high-performance
scientific computing. Many extreme-scale computing systems today (for example: Top500) …

A comparison of high-level full-system power models.

S Rivoire, P Ranganathan, C Kozyrakis - HotPower, 2008 - usenix.org
Dynamic power management in enterprise environments requires an understanding of the
relationship between resource utilization and system-level power consumption. Power …

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 …

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 …

A stochastic model for estimating the power consumption of a processor

W Dargie - IEEE Transactions on Computers, 2014 - ieeexplore.ieee.org
Quantitatively estimating the relationship between the workload and the corresponding
power consumption of a multicore processor is an essential step towards achieving energy …

Modular model of a data centre as a tool for improving its energy efficiency

Y Berezovskaya, CW Yang, A Mousavi, V Vyatkin… - IEEE …, 2020 - ieeexplore.ieee.org
For most modern data centres, it is of high value to select practical methods for improving
energy efficiency and reducing energy waste. IT-equipment and cooling systems are the two …

Power signature analysis of the SPECpower_ssj2008 benchmark

CH Hsu, SW Poole - … on Performance Analysis of Systems and …, 2011 - ieeexplore.ieee.org
As the power consumption of a server system becomes a mainstream concern in enterprise
environments, understanding the system's power behavior at varying utilization levels …

Using the Greenup, Powerup, and Speedup metrics to evaluate software energy efficiency

S Abdulsalam, Z Zong, Q Gu… - 2015 Sixth International …, 2015 - ieeexplore.ieee.org
With recognizing power as a first-class citizen in the HPC community and the growth of
software running on battery-driven devices, the need to evaluate software design based on …

An online power metering model for cloud environment

Y Li, Y Wang, B Yin, L Guan - 2012 IEEE 11th International …, 2012 - ieeexplore.ieee.org
Energy consumption has become major operational cost in data centers. Virtualization
technology used in cloud computing platforms can improve energy efficiency and reduce …