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

C **, 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 …

Powerinsight-a commodity power measurement capability

JH Laros, P Pokorny, D DeBonis - 2013 International Green …, 2013 - ieeexplore.ieee.org
The challenge of balancing between power and performance is now well established. While
research in this area is well underway, the ability to measure power and energy in situ has …

Measuring GPU power with the K20 built-in sensor

M Burtscher, I Zecena, Z Zong - Proceedings of Workshop on General …, 2014 - dl.acm.org
GPU-accelerated programs are becoming increasingly common in HPC, personal
computers, and even handheld devices, making it important to optimize their energy …

Energy‐based tuning of convolutional neural networks on multi‐GPUs

FM Castro, N Guil, MJ Marín‐Jiménez… - Concurrency and …, 2019 - Wiley Online Library
Deep Learning (DL) applications are gaining momentum in the realm of Artificial
Intelligence, particularly after GPUs have demonstrated remarkable skills for accelerating …

Pinpoint the joules: Unifying runtime-support for energy measurements on heterogeneous systems

S Köhler, B Herzog, T Hönig, L Wenzel… - 2020 IEEE/ACM …, 2020 - ieeexplore.ieee.org
For the design and operation of today's computer systems, power and energy requirements
are highest priorities. Unlike performance analyses, however, power and energy …

[HTML][HTML] Energy efficiency of a new parallel PIC code for numerical simulation of plasma dynamics in open trap

I Chernykh, I Kulikov, V Vshivkov, E Genrikh, D Weins… - Mathematics, 2022 - mdpi.com
The generation of energy-efficient parallel scientific codes became very important in the time
of carbon footprint reduction. In this paper, we briefly present our latest particle-in-cell code …

Prediction and characterization of application power use in a high‐performance computing environment

B Bugbee, C Phillips, H Egan, R Elmore… - … Analysis and Data …, 2017 - Wiley Online Library
Power use in data centers and high‐performance computing (HPC) facilities has grown in
tandem with increases in the size and number of these facilities. Substantial innovation is …

[HTML][HTML] A Channel-Sensing-Based Multipath Multihop Cooperative Transmission Mechanism for UE Aggregation in Asymmetric IoE Scenarios

HM Chen, R Fang, S Wang, Z Wang, Y Sun, Y Zheng - Symmetry, 2024 - mdpi.com
With the continuous progress and development of technology, the Internet of Everything
(IoE) is gradually becoming a research hotspot. More companies and research institutes are …

Quantitative modeling of power performance tradeoffs on extreme scale systems

L Yu, Z Zhou, S Wallace, ME Papka, Z Lan - Journal of Parallel and …, 2015 - Elsevier
As high performance computing (HPC) continues to grow in scale and complexity, energy
becomes a critical constraint in the race to exascale computing. The days of “performance at …

An Auto-tuning Assisted Power-Aware Study of Iris Matching Algorithm on Intel's SCC

G Torres, C Liu, JKT Chang, F Hua… - Journal of signal …, 2015 - Springer
Biometric applications become paramount across private sectors, industry, as well as
government agencies. As large amount of data being collected from many different sources …