Hardware and Software Solutions for Energy‐Efficient Computing in Scientific Programming

D D'Agostino, I Merelli, M Aldinucci… - Scientific …, 2021 - Wiley Online Library
Energy consumption is one of the major issues in today's computer science, and an
increasing number of scientific communities are interested in evaluating the tradeoff …

Learning-directed dynamic voltage and frequency scaling scheme with adjustable performance for single-core and multi-core embedded and mobile systems

YL Chen, MF Chang, CW Yu, XZ Chen, WY Liang - Sensors, 2018 - mdpi.com
Dynamic voltage and frequency scaling (DVFS) is a well-known method for saving energy
consumption. Several DVFS studies have applied learning-based methods to implement the …

VASP hits the memory wall: Processors efficiency comparison

V Stegailov, G Smirnov, V Vecher - … and Computation: Practice …, 2019 - Wiley Online Library
First‐principles calculations of electronic structure have been one of the most important
classes of supercomputer applications for a long time. In this paper, we consider VASP as a …

Performance and power analysis of hpc workloads on heterogeneous multi-node clusters

F Mantovani, E Calore - Journal of Low Power Electronics and …, 2018 - mdpi.com
Performance analysis tools allow application developers to identify and characterize the
inefficiencies that cause performance degradation in their codes, allowing for application …

Rust language for supercomputing applications

A Bychkov, V Nikolskiy - … RuSCDays 2021, Moscow, Russia, September 27 …, 2021 - Springer
Rust is a promising compiled programming language that has gained in popularity in recent
years, as well as support from corporations. It allows one to create efficient code, but it also …

DVFS-power management and performance engineering of data center server clusters

PJ Kuehn, M Mashaly - … 15th annual conference on wireless on …, 2019 - ieeexplore.ieee.org
Dynamic Voltage and Frequency Scaling (DVFS) is a method to save energy consumption of
electronic devices and to protect them against overheating by automatic sensing and …

Software and DVFS tuning for performance and energy-efficiency on Intel KNL processors

E Calore, A Gabbana, SF Schifano… - Journal of Low Power …, 2018 - mdpi.com
Energy consumption of processors and memories is quickly becoming a limiting factor in the
deployment of large computing systems. For this reason, it is important to understand the …

Improving GPU Energy Efficiency through an Application-transparent Frequency Scaling Policy with Performance Assurance

Y Zhang, Q Wang, Z Lin, P Xu, B Wang - Proceedings of the Nineteenth …, 2024 - dl.acm.org
Power consumption is one of the top limiting factors in high-performance computing systems
and data centers, and dynamic voltage and frequency scaling (DVFS) is an important …

Resource management for power-constrained HEVC transcoding using reinforcement learning

L Costero, A Iranfar, M Zapater, FD Igual… - … on Parallel and …, 2020 - ieeexplore.ieee.org
The advent of online video streaming applications and services along with the users'
demand for high-quality contents require High Efficiency Video Coding (HEVC), which …

Greenmd: energy-efficient matrix decomposition on heterogeneous multi-GPU systems

H Zamani, L Bhuyan, J Chen, Z Chen - ACM Transactions on Parallel …, 2023 - dl.acm.org
The current trend of performance growth in HPC systems is accompanied by a massive
increase in energy consumption. In this article, we introduce GreenMD, an energy-efficient …