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 …

Selecting stars: The k most representative skyline operator

X Lin, Y Yuan, Q Zhang, Y Zhang - 2007 IEEE 23rd …, 2006 - ieeexplore.ieee.org
Skyline computation has many applications including multi-criteria decision making. In this
paper, we study the problem of selecting k skyline points so that the number of points, which …

A survey on software methods to improve the energy efficiency of parallel computing

C Jin, BR de Supinski, D Abramson… - … Journal of High …, 2017 - journals.sagepub.com
Energy consumption is one of the top challenges for achieving the next generation of
supercomputing. Codesign of hardware and software is critical for improving energy …

[HTML][HTML] A survey and measurement study of GPU DVFS on energy conservation

X Mei, Q Wang, X Chu - Digital Communications and Networks, 2017 - Elsevier
Energy efficiency has become one of the top design criteria for current computing systems.
The dynamic voltage and frequency scaling (DVFS) has been widely adopted by laptop …

Apparatus and method for optimizing quantifiable behavior in configurable devices and systems

H Hoffmann, J Lafferty, N Mishra - US Patent 11,009,836, 2021 - Google Patents
An apparatus and method are provided to perform constrained optimization of a constrained
property of an apparatus, which is complex due to having several components, and these …

Energy efficient real-time task scheduling on CPU-GPU hybrid clusters

X Mei, X Chu, H Liu, YW Leung… - IEEE INFOCOM 2017 …, 2017 - ieeexplore.ieee.org
Conserving the energy consumption of large data centers is of critical significance, where a
few percent in consumption reduction translates into millions-dollar savings. This work …

Optimizing smartphone power consumption through dynamic resolution scaling

S He, Y Liu, H Zhou - Proceedings of the 21st Annual International …, 2015 - dl.acm.org
The extremely-high display density of modern smartphones imposes a significant burden on
power consumption, yet does not always provide an improved user experience and may …

A measurement study of GPU DVFS on energy conservation

X Mei, LS Yung, K Zhao, X Chu - Proceedings of the Workshop on Power …, 2013 - dl.acm.org
Nowadays, GPUs are widely used to accelerate many high performance computing
applications. Energy conservation of such computing systems has become an important …

Energy-aware non-preemptive task scheduling with deadline constraint in dvfs-enabled heterogeneous clusters

Q Wang, X Mei, H Liu, YW Leung, Z Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Energy conservation of large data centers for high performance computing workloads, such
as deep learning with Big Data, is of critical significance, where cutting down a few percent …

A step towards energy efficient computing: Redesigning a hydrodynamic application on CPU-GPU

T Dong, V Dobrev, T Kolev, R Rieben… - 2014 IEEE 28th …, 2014 - ieeexplore.ieee.org
Power and energy consumption are becoming an increasing concern in high performance
computing. Compared to multi-core CPUs, GPUs have a much better performance per watt …