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 CPU-GPU heterogeneous computing techniques

S Mittal, JS Vetter - ACM Computing Surveys (CSUR), 2015 - dl.acm.org
As both CPUs and GPUs become employed in a wide range of applications, it has been
acknowledged that both of these Processing Units (PUs) have their unique features and …

A survey of methods for analyzing and improving GPU energy efficiency

S Mittal, JS Vetter - ACM Computing Surveys (CSUR), 2014 - dl.acm.org
Recent years have witnessed phenomenal growth in the computational capabilities and
applications of GPUs. However, this trend has also led to a dramatic increase in their power …

Understanding GPU power: A survey of profiling, modeling, and simulation methods

RA Bridges, N Imam, TM Mintz - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Modern graphics processing units (GPUs) have complex architectures that admit
exceptional performance and energy efficiency for high-throughput applications. Although …

On the energy efficiency of graphics processing units for scientific computing

S Huang, S **ao, W Feng - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
The graphics processing unit (GPU) has emerged as a computational accelerator that
dramatically reduces the time to discovery in high-end computing (HEC). However, while …

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) …

Power and performance characterization of computational kernels on the gpu

Y Jiao, H Lin, P Balaji, W Feng - … IEEE/ACM Int'l Conference on …, 2010 - ieeexplore.ieee.org
Nowadays Graphic Processing Units (GPU) are gaining increasing popularity in high
performance computing (HPC). While modern GPUs can offer much more computational …

[HTML][HTML] Hybrid metapopulation agent-based epidemiological models for efficient insight on the individual scale: a contribution to green computing

J Bicker, R Schmieding… - Infectious Disease …, 2025 - pmc.ncbi.nlm.nih.gov
Emerging infectious diseases and climate change are two of the major challenges in 21st
century. Although over the past decades, highly-resolved mathematical models have …

Power aware computing on GPUs

K Kasichayanula, D Terpstra… - 2012 Symposium on …, 2012 - ieeexplore.ieee.org
Energy and power density concerns in modern processors have led to significant computer
architecture research efforts in power-aware and temperature-aware computing. With power …

Performance and power analysis of ATI GPU: A statistical approach

Y Zhang, Y Hu, B Li, L Peng - 2011 IEEE Sixth International …, 2011 - ieeexplore.ieee.org
We present a comprehensive study on the performance and power consumption of a recent
ATI GPU. By employing a rigorous statistical model to analyze execution behaviors of …